Hits ?▲ |
Authors |
Title |
Venue |
Year |
Link |
Author keywords |
76 | Samuli Aalto, Urtzi Ayesta, Eeva Nyberg-Oksanen |
Two-level processor-sharing scheduling disciplines: mean delay analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SIGMETRICS ![In: Proceedings of the International Conference on Measurements and Modeling of Computer Systems, SIGMETRICS 2004, June 10-14, 2004, New York, NY, USA, pp. 97-105, 2004, ACM, 1-58113-873-3. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
FB, MLPS, unfinished truncated work, scheduling, M/G/1, LAS, PS, mean delay |
75 | Tae-Seung Lee, Sung-Won Choi, Won-Hyuck Choi, Hyeong-Taek Park, Sang-Seok Lim, Byong-Won Hwang |
Faster Speaker Enrollment for Speaker Verification Systems Based on MLPs by Using Discriminative Cohort Speakers Method. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEA/AIE ![In: Developments in Applied Artificial Intelligence, 16th International Conference on Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, IEA/AIE 2003, Laughborough, UK, June 23-26, 2003, Proceedings, pp. 734-743, 2003, Springer, 3-540-40455-4. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|
67 | Dongwuk Kyoung, Keechul Jung |
Fully-Pipelining Hardware Implementation of Neural Network for Text-Based Images Retrieval. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISNN (2) ![In: Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part III, pp. 1350-1356, 2006, Springer, 3-540-34482-9. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
62 | Ronan Collobert, Samy Bengio |
Links between perceptrons, MLPs and SVMs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICML ![In: Machine Learning, Proceedings of the Twenty-first International Conference (ICML 2004), Banff, Alberta, Canada, July 4-8, 2004, 2004, ACM. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
54 | Dimitrios H. Mantzaris, George C. Anastassopoulos, Dimitrios K. Lymberopoulos |
Medical disease prediction using Artificial Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
BIBE ![In: Proceedings of the 8th IEEE International Conference on Bioinformatics and Bioengineering, BIBE 2008, October 8-10, 2008, Athens, Greece, pp. 1-6, 2008, IEEE, 978-1-4244-2845-8. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
54 | Yan Guo, Lishan Kang, Fujiang Liu, Linlu Mei |
A New Evolutionary Neural Network and Its Application for the Extraction of Vegetation Anomalies. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISICA ![In: Advances in Computation and Intelligence, Second International Symposium, ISICA 2007, Wuhan, China, September 21-23, 2007, Proceedings, pp. 243-252, 2007, Springer, 978-3-540-74580-8. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
vegetation anomalies, evolutionary algorithms, remote sensing, extraction, Evolutionary neural networks, BP algorithm |
48 | Bertrand Granado, Patrick Garda |
Evaluation of the CNAPS Neuro-Computer for the Simulation of MLPs with Receptive Fields. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWANN ![In: Biological and Artificial Computation: From Neuroscience to Technology, International Work-Conference on Artificial and Natural Neural Networks, IWANN '97, Lanzarote, Canary Islands, Spain, June 4-6, 1997, Proceedings, pp. 817-824, 1997, Springer, 3-540-63047-3. The full citation details ...](Pics/full.jpeg) |
1997 |
DBLP DOI BibTeX RDF |
|
43 | Li Zhou, Wenyu Chen, Yong Cao, Dingyi Zeng, Wanlong Liu, Hong Qu |
MLPs Compass: What is learned when MLPs are combined with PLMs? ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2401.01667, 2024. The full citation details ...](Pics/full.jpeg) |
2024 |
DBLP DOI BibTeX RDF |
|
43 | Yong-Min Shin, Won-Yong Shin |
Unveiling the Unseen Potential of Graph Learning through MLPs: Effective Graph Learners Using Propagation-Embracing MLPs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CoRR ![In: CoRR abs/2311.11759, 2023. The full citation details ...](Pics/full.jpeg) |
2023 |
DBLP DOI BibTeX RDF |
|
40 | Minh Dao-Tran, Thomas Eiter, Michael Fink 0001, Thomas Krennwallner |
Relevance-Driven Evaluation of Modular Nonmonotonic Logic Programs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
LPNMR ![In: Logic Programming and Nonmonotonic Reasoning, 10th International Conference, LPNMR 2009, Potsdam, Germany, September 14-18, 2009. Proceedings, pp. 87-100, 2009, Springer, 978-3-642-04237-9. The full citation details ...](Pics/full.jpeg) |
2009 |
DBLP DOI BibTeX RDF |
|
40 | Daqi Gao, Zeping Yang, Jianli Sun |
Modular neural networks for estimating odor concentrations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: Proceedings of the International Joint Conference on Neural Networks, IJCNN 2008, part of the IEEE World Congress on Computational Intelligence, WCCI 2008, Hong Kong, China, June 1-6, 2008, pp. 3941-3948, 2008, IEEE, 978-1-4244-1820-6. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
40 | Michael Gerber, Tobias Kaufmann 0002, Beat Pfister |
Perceptron-Based Class Verification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
NOLISP ![In: Advances in Nonlinear Speech Processing, International Conference on Non-Linear Speech Processing, NOLISP 2007, Paris, France, May 22-25, 2007, Revised Selected Papers, pp. 124-131, 2007, Springer, 978-3-540-77346-7. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
40 | Joe Frankel, Özgür Çetin, Nelson Morgan |
Transfer Learning for Tandem ASR Feature Extraction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLMI ![In: Machine Learning for Multimodal Interaction , 4th International Workshop, MLMI 2007, Brno, Czech Republic, June 28-30, 2007, Revised Selected Papers, pp. 227-236, 2007, Springer, 978-3-540-78154-7. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
40 | David de la Mata-Moya, Pilar Jarabo Amores, Raul Vicen-Bueno, Manuel Rosa-Zurera, Francisco López-Ferreras |
Neural Network Detectors for Composite Hypothesis Tests. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IDEAL ![In: Intelligent Data Engineering and Automated Learning - IDEAL 2006, 7th International Conference, Burgos, Spain, September 20-23, 2006, Proceedings, pp. 298-305, 2006, Springer, 3-540-45485-3. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
40 | Liefeng Bo, Ling Wang 0003, Licheng Jiao |
Training Multi-layer Perceptrons Using MiniMin Approach. ![Search on Bibsonomy](Pics/bibsonomy.png) |
CIS (1) ![In: Computational Intelligence and Security, International Conference, CIS 2005, Xi'an, China, December 15-19, 2005, Proceedings, Part I, pp. 909-914, 2005, Springer, 3-540-30818-0. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
40 | Tae-Seung Lee, Byong-Won Hwang |
Continuants Based Neural Speaker Verification System. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MICAI ![In: MICAI 2004: Advances in Artificial Intelligence, Third Mexican International Conference on Artificial Intelligence, Mexico City, Mexico, April 26-30, 2004, Proceedings, pp. 89-98, 2004, Springer, 3-540-21459-3. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
multiplayer perceptrons, pattern recognition, continuants, Speaker verification, biometric authentication |
40 | Tae-Seung Lee, Byong-Won Hwang |
Optimization of Usability on an Authentication System Built from Voice and Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICCSA (3) ![In: Computational Science and Its Applications - ICCSA 2004, International Conference, Assisi, Italy, May 14-17, 2004, Proceedings, Part III, pp. 386-395, 2004, Springer, 3-540-22057-7. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
Biometric authentication system, multiplayer perceptrons, error backpropagation, real-time enrollment, discriminative cohort speakers, omitting patterns in instant learning, speaker verification |
40 | Naoki Kaise, Yoshiji Fujimoto |
Applying the Evolutionary Neural Networks with Genetic Algorithms to Control a Rolling Inverted Pendulum. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SEAL ![In: Simulated Evolution and Learning, Second Asia-Pacific Conference on Simulated Evolution and Learning, SEAL'98, Canberra, Australia, November 24-27 1998, Selected Papers, pp. 223-230, 1998, Springer, 3-540-65907-2. The full citation details ...](Pics/full.jpeg) |
1998 |
DBLP DOI BibTeX RDF |
|
40 | Hernando Silva-Varela, Valentín Cardeñoso-Payo |
Phonetic Classification in Spanish Using a Hierarchy of Specialized ANNs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IBERAMIA ![In: Progress in Artificial Intelligence - IBERAMIA 98, 6th Ibero-American Conference on AI, Lisbon, Portugal, October 5-9, 1998, Proceedings., pp. 373-384, 1998, Springer, 3-540-64992-1. The full citation details ...](Pics/full.jpeg) |
1998 |
DBLP DOI BibTeX RDF |
|
35 | Andrew Skabar |
Application of Bayesian Techniques for MLPs to Financial Time Series Forecasting. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Australian Conference on Artificial Intelligence ![In: AI 2005: Advances in Artificial Intelligence, 18th Australian Joint Conference on Artificial Intelligence, Sydney, Australia, December 5-9, 2005, Proceedings, pp. 888-891, 2005, Springer, 3-540-30462-2. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
35 | Jinhui Liu, Paul D. Gader |
Outlier Rejection with MLPs and Variants of RBF Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICPR ![In: 15th International Conference on Pattern Recognition, ICPR'00, Barcelona, Spain, September 3-8, 2000., pp. 2680-2683, 2000, IEEE Computer Society, 0-7695-0750-6. The full citation details ...](Pics/full.jpeg) |
2000 |
DBLP DOI BibTeX RDF |
|
27 | Rozaida Ghazali, Abir Jaafar Hussain, Panos Liatsis, Hissam Tawfik |
The application of ridge polynomial neural network to multi-step ahead financial time series prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neural Comput. Appl. ![In: Neural Comput. Appl. 17(3), pp. 311-323, 2008. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
Ridge polynomial neural networks, Functional link neural networks, Pi-Sigma neural networks, Multilayer perceptrons, Financial time series |
27 | James Ting-Ho Lo |
Probabilistic associative memories. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: Proceedings of the International Joint Conference on Neural Networks, IJCNN 2008, part of the IEEE World Congress on Computational Intelligence, WCCI 2008, Hong Kong, China, June 1-6, 2008, pp. 3895-3903, 2008, IEEE, 978-1-4244-1820-6. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
27 | Fernanda L. Minku, Xin Yao 0001 |
On-line bagging Negative Correlation Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: Proceedings of the International Joint Conference on Neural Networks, IJCNN 2008, part of the IEEE World Congress on Computational Intelligence, WCCI 2008, Hong Kong, China, June 1-6, 2008, pp. 1374-1381, 2008, IEEE, 978-1-4244-1820-6. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
27 | Stavros P. Adam, Dimitrios A. Karras, Michael N. Vrahatis |
Revisiting the Problem of Weight Initialization for Multi-Layer Perceptrons Trained with Back Propagation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICONIP (2) ![In: Advances in Neuro-Information Processing, 15th International Conference, ICONIP 2008, Auckland, New Zealand, November 25-28, 2008, Revised Selected Papers, Part II, pp. 308-315, 2008, Springer, 978-3-642-03039-0. The full citation details ...](Pics/full.jpeg) |
2008 |
DBLP DOI BibTeX RDF |
|
27 | Reza Ebrahimpour, Ehsanollah Kabir, Mohammad Reza Yousefi |
Face Detection Using Mixture of MLP Experts. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neural Process. Lett. ![In: Neural Process. Lett. 26(1), pp. 69-82, 2007. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
Principal component analysis, Face detection, Combining classifiers, Mixture of experts |
27 | Samuli Aalto, Urtzi Ayesta, Sem C. Borst, Vishal Misra, Rudesindo Núñez-Queija |
Beyond processor sharing. ![Search on Bibsonomy](Pics/bibsonomy.png) |
SIGMETRICS Perform. Evaluation Rev. ![In: SIGMETRICS Perform. Evaluation Rev. 34(4), pp. 36-43, 2007. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
discriminatory processor sharing, in-sensitivity, multilevel processor sharing, workload, service differentiation, asymptotic analysis, queue length, sojourn time, generalized processor sharing, slowdown, delay minimization, size-based scheduling |
27 | Faming Liang |
Annealing stochastic approximation Monte Carlo algorithm for neural network training. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Mach. Learn. ![In: Mach. Learn. 68(3), pp. 201-233, 2007. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
Multiple layer perceptron, Wang-Landau algorithm, Simulated annealing, Markov chain Monte Carlo, Back-propagation, Stochastic approximation, Convergence rate |
27 | Raul Vicen-Bueno, Maria P. Jarabo-Amores, David de la Mata-Moya, Manuel Rosa-Zurera, Roberto Gil-Pita |
Low Complexity MLP-Based Radar Detector: Influence of the Training Algorithm and the MLP Size. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWANN ![In: Computational and Ambient Intelligence, 9th International Work-Conference on Artificial Neural Networks, IWANN 2007, San Sebastián, Spain, June 20-22, 2007, Proceedings, pp. 630-637, 2007, Springer, 978-3-540-73006-4. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
27 | Jia Tang, Xiaoqin Zeng, Lei Lu |
Ensemble Learning Based on the Output Sensitivity of Multilayer Perceptrons. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN ![In: Proceedings of the International Joint Conference on Neural Networks, IJCNN 2007, Celebrating 20 years of neural networks, Orlando, Florida, USA, August 12-17, 2007, pp. 1067-1072, 2007, IEEE, 978-1-4244-1379-9. The full citation details ...](Pics/full.jpeg) |
2007 |
DBLP DOI BibTeX RDF |
|
27 | Fabrice Rossi, Brieuc Conan-Guez |
Theoretical Properties of Projection Based Multilayer Perceptrons with Functional Inputs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
Neural Process. Lett. ![In: Neural Process. Lett. 23(1), pp. 55-70, 2006. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
consistency, projection, multilayer perceptron, functional data analysis, universal approximation |
27 | Ki-Seung Lee |
MLP-based phone boundary refining for a TTS database. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Speech Audio Process. ![In: IEEE Trans. Speech Audio Process. 14(3), pp. 981-989, 2006. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
27 | Haiqi Wang, Jinfeng Wang 0001, Xuhua Liu |
Local Neural Networks of Space-Time Predicting Modeling for Lattice Data in GIS. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ISNN (2) ![In: Advances in Neural Networks - ISNN 2006, Third International Symposium on Neural Networks, Chengdu, China, May 28 - June 1, 2006, Proceedings, Part III, pp. 1192-1201, 2006, Springer, 3-540-34482-9. The full citation details ...](Pics/full.jpeg) |
2006 |
DBLP DOI BibTeX RDF |
|
27 | Rama Sangireddy, Natsuhiko Futamura, Srinivas Aluru, Arun K. Somani |
Scalable, memory efficient, high-speed IP lookup algorithms. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE/ACM Trans. Netw. ![In: IEEE/ACM Trans. Netw. 13(4), pp. 802-812, 2005. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
IP packet forwarding, address lookups, scalability, longest prefix matching, routing tables |
27 | Ujjwal Bhattacharya, B. B. Chaudhuri 0001 |
Fusion of Combination Rules of an Ensemble of MLP Classifiers for Improved Recognition Accuracy of Handprinted Bangla Numerals. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICDAR ![In: Eighth International Conference on Document Analysis and Recognition (ICDAR 2005), 29 August - 1 September 2005, Seoul, Korea, pp. 322-326, 2005, IEEE Computer Society, 0-7695-2420-6. The full citation details ...](Pics/full.jpeg) |
2005 |
DBLP DOI BibTeX RDF |
|
27 | Tae-Seung Lee, Ho-Jin Choi |
High Performance Speaker Verification System Based on Multilayer Perceptrons and Real-Time Enrollment. ![Search on Bibsonomy](Pics/bibsonomy.png) |
ICBA ![In: Biometric Authentication, First International Conference, ICBA 2004, Hong Kong, China, July 15-17, 2004, Proceedings, pp. 623-630, 2004, Springer, 3-540-22146-8. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
27 | Barry Y. Chen, Qifeng Zhu 0001, Nelson Morgan |
Long-Term Temporal Features for Conversational Speech Recognition. ![Search on Bibsonomy](Pics/bibsonomy.png) |
MLMI ![In: Machine Learning for Multimodal Interaction, First International Workshop,MLMI 2004, Martigny, Switzerland, June 21-23, 2004, Revised Selected Papers, pp. 232-242, 2004, Springer, 3-540-24509-X. The full citation details ...](Pics/full.jpeg) |
2004 |
DBLP DOI BibTeX RDF |
|
27 | Roberto Gil-Pita, Pilar Jarabo Amores, Raul Vicen-Bueno, Manuel Rosa-Zurera |
Neural Solutions for High Range Resolution Radar Classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWANN (2) ![In: Artificial Neural Nets Problem Solving Methods, 7th International Work-Conference on Artificial and Natural Neural Networks, IWANN2003, Maó, Menorca, Spain, June 3-6, 2003 Proceedings, Part II, pp. 559-566, 2003, Springer, 3-540-40211-X. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|
27 | Tae-Seung Lee, Sung-Won Choi, Won-Hyuck Choi, Hyeong-Taek Park, Sang-Seok Lim, Byong-Won Hwang |
A Qualitative Discriminative Cohort Speakers Method to Reduce Learning Data for MLP-Based Speaker Verification Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IDEAL ![In: Intelligent Data Engineering and Automated Learning, 4th International Conference, IDEAL 2003, Hong Kong, China, March 21-23, 2003, Revised Papers, pp. 1082-1086, 2003, Springer, 3-540-40550-X. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|
27 | Christian Perwass, Vladimir Banarer, Gerald Sommer |
Spherical Decision Surfaces Using Conformal Modelling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
DAGM-Symposium ![In: Pattern Recognition, 25th DAGM Symposium, Magdeburg, Germany, September 10-12, 2003, Proceedings, pp. 9-16, 2003, Springer, 3-540-40861-4. The full citation details ...](Pics/full.jpeg) |
2003 |
DBLP DOI BibTeX RDF |
|
27 | Helmut A. Mayer, Roland Schwaiger |
Evolution of Cubic Spline Activation Functions for Artificial Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
EPIA ![In: Progress in Artificial Intelligence, Knowledge Extraction, Multi-agent Systems, Logic Programming and Constraint Solving, 10th Portuguese Conference on Artificial Intelligence, EPIA 2001, Porto, Portugal, December 17-20, 2001, Proceedings, pp. 63-73, 2001, Springer, 3-540-43030-X. The full citation details ...](Pics/full.jpeg) |
2001 |
DBLP DOI BibTeX RDF |
|
27 | Giuseppe Nunnari, Libero Bertucco |
Soft Computing Techniques for Modeling Geophysical Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IJCNN (6) ![In: Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, IJCNN 2000, Neural Computing: New Challenges and Perspectives for the New Millennium, Como, Italy, July 24-27, 2000, Volume 6, pp. 191-196, 2000, IEEE Computer Society. The full citation details ...](Pics/full.jpeg) |
2000 |
DBLP DOI BibTeX RDF |
Data Inversion, Geophysical Data, Simulated Annealing, Multilayer Perceptron, System Identification |
27 | Sang-Hoon Oh, Soo-Young Lee |
A new error function at hidden layers for past training of multilayer perceptrons. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Neural Networks ![In: IEEE Trans. Neural Networks 10(4), pp. 960-964, 1999. The full citation details ...](Pics/full.jpeg) |
1999 |
DBLP DOI BibTeX RDF |
|
27 | Pedro Ángel Castillo Valdivieso, Juan Julián Merelo Guervós, Jesús González 0001, Víctor Manuel Rivas Santos, Gustavo Romero |
SA-Prop: Optimization of Multilayer Perceptron Parameters Using Simulated Annealing. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWANN (1) ![In: Foundations and Tools for Neural Modeling, International Work-Conference on Artificial and Natural Neural Networks, IWANN '99, Alicante, Spain, June 2-4, 1999, Proceedings, Volume I, pp. 661-670, 1999, Springer, 3-540-66069-0. The full citation details ...](Pics/full.jpeg) |
1999 |
DBLP DOI BibTeX RDF |
|
27 | José Luis Bernier, Julio Ortega 0001, M. M. Rodríguez, Ignacio Rojas, Alberto Prieto |
An Accurate Measure for Multilayer Perception Tolerance to Additive Weight Deviations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWANN (2) ![In: Engineering Applications of Bio-Inspired Artificial Neural Networks, International Work-Conference on Artificial and Natural Neural Networks, IWANN '99, Alicante, Spain, June 2-4, 1999, Proceedings, Volume II, pp. 853-862, 1999, Springer. The full citation details ...](Pics/full.jpeg) |
1999 |
DBLP DOI BibTeX RDF |
|
27 | Marco Gori, Franco Scarselli |
Are Multilayer Perceptrons Adequate for Pattern Recognition and Verification? ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Pattern Anal. Mach. Intell. ![In: IEEE Trans. Pattern Anal. Mach. Intell. 20(11), pp. 1121-1132, 1998. The full citation details ...](Pics/full.jpeg) |
1998 |
DBLP DOI BibTeX RDF |
pattern verification, closed hemisphere problem, pattern recognition, Multilayer perceptrons, function approximation |
27 | Carlos Santa Cruz, José R. Dorronsoro |
A nonlinear discriminant algorithm for feature extraction and data classification. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Neural Networks ![In: IEEE Trans. Neural Networks 9(6), pp. 1370-1376, 1998. The full citation details ...](Pics/full.jpeg) |
1998 |
DBLP DOI BibTeX RDF |
|
27 | José Carlos Príncipe, Munchurl Kim, John W. Fisher III |
Target discrimination in synthetic aperture radar using artificial neural networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IEEE Trans. Image Process. ![In: IEEE Trans. Image Process. 7(8), pp. 1136-1149, 1998. The full citation details ...](Pics/full.jpeg) |
1998 |
DBLP DOI BibTeX RDF |
|
27 | José Luis Bernier, Julio Ortega 0001, Alberto Prieto |
A Modified Backpropagation Algorithm to Tolerate Weight Errors. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWANN ![In: Biological and Artificial Computation: From Neuroscience to Technology, International Work-Conference on Artificial and Natural Neural Networks, IWANN '97, Lanzarote, Canary Islands, Spain, June 4-6, 1997, Proceedings, pp. 763-771, 1997, Springer, 3-540-63047-3. The full citation details ...](Pics/full.jpeg) |
1997 |
DBLP DOI BibTeX RDF |
|
27 | Carlos Vázquez Regueiro, Senén Barro, A. Yáñez |
Limitation of Connectionism in MLP. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWANN ![In: New Trends in Neural Computation, International Workshop on Artificial Neural Networks, IWANN '93, Sitges, Spain, June 9-11, 1993, Proceedings, pp. 441-447, 1993, Springer, 3-540-56798-4. The full citation details ...](Pics/full.jpeg) |
1993 |
DBLP DOI BibTeX RDF |
|
27 | Antonio Cañas, Julio Ortega 0001, F. J. Fernández, Alberto Prieto, Francisco J. Pelayo |
An Approach to Isolated Word Recognition Using Multilayer Perceptrons. ![Search on Bibsonomy](Pics/bibsonomy.png) |
IWANN ![In: Artificial Neural Networks, International Workshop, IWANN '91, Granada, Spain, September 17-19, 1991, Proceedings, pp. 340-347, 1991, Springer, 3-540-54537-9. The full citation details ...](Pics/full.jpeg) |
1991 |
DBLP DOI BibTeX RDF |
|
25 | Jonghyun Lee, Eric F. Darve, Peter K. Kitanidis, Matthew W. Farthing, Tyler J. Hesser |
Preface. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
25 | Hongkyu Yoon, Darryl J. Melander, Stephen J. Verzi |
Machine Learning Application for Permeability Estimation of Three-Dimensional Rock Images. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
|
25 | Yoshihiro Osakabe, Akinori Asahara |
MatVAE: Independently Trained Nested Variational Autoencoder for Generating Chemical Structural Formula. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Kookjin Lee, Nathaniel Trask, Ravi G. Patel, Mamikon A. Gulian, Eric C. Cyr |
Partition of Unity Networks: Deep HP-Approximation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Weiqi Ji, Weilun Qiu, Zhiyu Shi, Shaowu Pan, Sili Deng |
Stiff-PINN: Physics-Informed Neural Network for Stiff Chemical Kinetics. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Gert-Jan Both, Gijs Vermarien, Remy Kusters |
Sparsely Constrained Neural Networks for Model Discovery of PDEs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Xiaolong He, Qizhi He, Jiun-Shyan Chen |
Deep Autoencoders for Nonlinear Physics-Constrained Data-Driven Computational Framework with Application to Biological Tissue Modeling. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Akinori Asahara, Hidekazu Morita, Kanta Ono, Masao Yano, Chiharu Mitsumata, Tetsuya Shoji, Kotaro Saito |
Bayesian-Inference-based Inverse Estimation of Small Angle Scattering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Sanghyun Lee, Teeratorn Kadeethum |
Physics-informed Neural Networks for Solving Coupled Flow and Transport System. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Ryan Mohr, Allan M. Avila, Soham Ghosh, Ananta Bhattarai, Muqiao Yang, Xintian Feng, Martin Head-Gordon, Ruslan Salakhutdinov, Maria Fonoberova, Igor Mezic |
Combining Programmable Potentials and Neural Networks for Materials Problems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Mojtaba Forghani, Yizhou Qian, Jonghyun Lee, Matthew W. Farthing, Tyler J. Hesser, Peter K. Kitanidis, Eric Darve |
Deep Learning-based Fast Solver of the Shallow Water Equations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Sungyong Seo, Yan Liu |
Graph Networks with Physics-aware Knowledge Informed in Latent Space. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Balakrishna D. R, Kamalkumar Rathinasamy, Avijit Das, Keerthi Ashwin, Vani Sivasankaran, Soundararajan Rajendran |
Physics Informed Deep Learning for Well Test Analysis. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Andy Huang, Nathaniel Trask, Christopher Brissette, Xiaozhe Hu |
Greedy Fiedler Spectral Partitioning for Data-driven Discrete Exterior Calculus. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Levi D. McClenny, Ulisses M. Braga-Neto |
Self-Adaptive Physics-Informed Neural Networks using a Soft Attention Mechanism. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Peter Yichen Chen, Maurizio M. Chiaramonte, Eitan Grinspun, Kevin Carlberg |
Model Reduction for the Material Point Method on Nonlinear Manifolds Using Deep Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Avadhut Sardeshmukh, Sreedhar Reddy, Gautham B. P., Pushpak Bhattacharyya |
TextureVAE: Learning Interpretable Representations of Material Microstructures Using Variational Autoencoders. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Sourav Dutta, Peter Rivera-Casillas, Matthew W. Farthing |
Neural Ordinary Differential Equations for Data-Driven Reduced Order Modeling of Environmental Hydrodynamics. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Ranjan Anantharaman, Yingbo Ma, Shashi Gowda, Chris Laughman, Viral B. Shah, Alan Edelman, Christopher Rackauckas |
Accelerating Simulation of Stiff Nonlinear Systems using Continuous-Time Echo State Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Zhongkai Shangguan, Lei Lin, Wencheng Wu, Beilei Xu |
Neural Process for Black-box Model Optimization Under Bayesian Framework. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Arijit Sehanobish, Hector H. Corzo, Onur Kara, David van Dijk |
Learning Potentials of Quantum Systems using Deep Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Søren Taverniers, Eric Joseph Hall, Markos A. Katsoulakis, Daniel M. Tartakovsky |
Graph-Informed Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Rishith Ellath Meethal, Leela Sai Prabhat Reddy Kondamadugula, Mohamed Khalil, Birgit Obst, Roland Wüchner |
Generalized Physics-Informed Machine Learning for Transient Physical Systems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Dorsa Ziaei, Jennifer Sleeman, Milton Halem, Vanessa Caicedo, Ruben Delgado, Belay Demoz |
Convolutional LSTM for Planetary Boundary Layer Height (PBLH) Prediction. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Ryan Lopez, Paul J. Atzberger |
Variational Autoencoders for Learning Nonlinear Dynamics of PDEs and Reductions. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Florian Rehm, Sofia Vallecorsa, Kerstin Borras, Dirk Krücker |
Validation of Deep Convolutional Generative Adversarial Networks for High Energy Physics Calorimeter Simulations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Ben Adcock, Simone Brugiapaglia, Nick C. Dexter, Sebastian Moraga |
Learning High-Dimensional Hilbert-Valued Functions With Deep Neural Networks From Limited Data. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Mohannad Elhamod, Jie Bu, Christopher Singh, Matthew Redell, Abantika Ghosh, Viktor Podolskiy, Wei-Cheng Lee, Anuj Karpatne |
Learning Physics-guided Neural Networks with Competing Physics Loss: A Summary of Results in Solving Eigenvalue Problems. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Randi Wang, Morad Behandish |
Surrogate Modeling for Physical Systems with Preserved Properties and Adjustable Tradeoffs. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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25 | Adi Hanuka, Owen Convery |
Accurate Machine Learning-based Diagnostic with Quantified Uncertainties. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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25 | Mohammadmehdi Ataei, Erfan Pirmorad, Franco Costa, Sejin Han, Chul B. Park, Markus Bussmann |
A Deep Learning Algorithm for Piecewise Linear Interface Construction (PLIC). ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Morad Behandish, John Maxwell III, Johan de Kleer |
AI Research Associate for Early-Stage Scientific Discovery. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
DBLP BibTeX RDF |
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25 | Zeenat Ali, Dorsa Ziaei, Jennifer Sleeman, Zhifeng Yang, Milton Halem |
LSTMs for Inferring Planetary Boundary Layer Height (PBLH). ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Ryan Mohr, Maria Fonoberova, Iva Manojlovic, Aleksandr Andrejcuk, Zlatko Drmac, Yannis G. Kevrekidis, Igor Mezic |
Applications of Koopman Mode Analysis to Neural Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Zehao Jin, Joshua Yao-Yu Lin, Siao-Fong Li |
Learning the Principle of Least Action with Reinforcement Learning. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Ameya D. Jagtap, George E. Karniadakis |
Extended Physics-informed Neural Networks (XPINNs): A Generalized Space-Time Domain Decomposition based Deep Learning Framework for Nonlinear Partial Differential Equations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Jonghyun Lee, Eric F. Darve, Peter K. Kitanidis, Michael W. Mahoney, Anuj Karpatne, Matthew W. Farthing, Tyler J. Hesser (eds.) |
Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![CEUR-WS.org The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Steven Atkinson, Yiming Zhang, Liping Wang |
Discovery of Physics and Characterization of Microstructure from Data with Bayesian Hidden Physics Models. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Yuan Yin, Ibrahim Ayed, Emmanuel de Bézenac, Patrick Gallinari |
Learning Dynamical Systems across Environments. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Ravi G. Patel, Nathaniel Trask, Mamikon A. Gulian, Eric C. Cyr |
A Block Coordinate Descent Optimizer for Classification Problems Exploiting Convexity. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Wai Tong Chung, Aashwin Ananda Mishra, Nikolaos Perakis, Matthias Ihme |
Accelerating High-fidelity Combustion Simulations with Classification Algorithms. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Huaiqian You, Yue Yu, Stewart Silling, Marta D'Elia |
Data-driven Learning of Nonlocal Models: from high-fidelity simulations to constitutive laws. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Jan Felix Heyse, Aashwin Ananda Mishra, Gianluca Iaccarino |
Data Driven Physics Constrained Perturbations for Turbulence Model Uncertainty Estimation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Luca Bottero, Francesco Calisto, Giovanni Graziano, Valerio Pagliarino, Martina Scauda, Sara Tiengo, Simone Azeglio |
Physics-Informed Machine Learning Simulator for Wildfire Propagation. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Alisha Sharma, Kaiyan Shi, Yiling Qiao, Matthew R. Ziemann |
Modeling Physically-Consistent, Chaotic Spatiotemporal Dynamics with Echo State Networks. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Pierre-Yves Lagrave, Mathieu Riou |
Toward Geometrical Robustness with Hybrid Deep Learning and Differential Invariants Theory. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Waad Subber, Piyush Pandita, Sayan Ghosh, Genghis Khan, Liping Wang, Roger G. Ghanem |
Data-based Discovery of Governing Equations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Kailai Xu, Eric Darve |
ADCME MPI: Distributed Machine Learning for Computational Engineering. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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25 | Carlos Jose Gonzalez Rojas, Andreas Dengel 0001, Mateus Dias Ribeiro |
Reduced-order Model for Fluid Flows via Neural Ordinary Differential Equations. ![Search on Bibsonomy](Pics/bibsonomy.png) |
AAAI Spring Symposium: MLPS ![In: Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to - 24th, 2021., 2021, CEUR-WS.org. The full citation details ...](Pics/full.jpeg) |
2021 |
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