Segui
Mathematics for Artificial Reasoning in Science (MARS) Initiative
Mathematics for Artificial Reasoning in Science (MARS) Initiative
Pacific Northwest National Laboratory
Email verificata su pnnl.gov - Home page
Titolo
Citata da
Citata da
Anno
Entanglement-induced barren plateaus
C Ortiz Marrero, M Kieferová, N Wiebe
PRX Quantum 2 (4), 040316, 2021
3402021
COVID19 Disease Map, a computational knowledge repository of virus–host interaction mechanisms
M Ostaszewski, A Niarakis, A Mazein, I Kuperstein, R Phair, ...
Molecular systems biology 17 (10), e10387, 2021
902021
Sparsifying priors for Bayesian uncertainty quantification in model discovery
SM Hirsh, DA Barajas-Solano, JN Kutz
Royal Society Open Science 9 (2), 211823, 2022
852022
Machine learning screening of metal-ion battery electrode materials
IA Moses, RP Joshi, B Ozdemir, N Kumar, J Eickholt, V Barone
ACS Applied Materials & Interfaces 13 (45), 53355-53362, 2021
692021
Differentiable predictive control: Deep learning alternative to explicit model predictive control for unknown nonlinear systems
J Drgoňa, K Kiš, A Tuor, D Vrabie, M Klaučo
Journal of Process Control 116, 80-92, 2022
472022
Quantum Generative Training Using R\'enyi Divergences
M Kieferova, OM Carlos, N Wiebe
arXiv preprint arXiv:2106.09567, 2021
382021
Constrained neural ordinary differential equations with stability guarantees
A Tuor, J Drgona, D Vrabie
arXiv preprint arXiv:2004.10883, 2020
352020
Decoding the protein–ligand interactions using parallel graph neural networks
C Knutson, M Bontha, JA Bilbrey, N Kumar
Scientific reports 12 (1), 7624, 2022
322022
Accurate prediction of voltage of battery electrode materials using attention-based graph neural networks
SY Louis, EMD Siriwardane, RP Joshi, SS Omee, N Kumar, J Hu
ACS Applied Materials & Interfaces 14 (23), 26587-26594, 2022
252022
Learning constrained adaptive differentiable predictive control policies with guarantees
J Drgona, A Tuor, D Vrabie
arXiv preprint arXiv:2004.11184, 2020
252020
Constrained block nonlinear neural dynamical models
E Skomski, S Vasisht, C Wight, A Tuor, J Drgoňa, D Vrabie
2021 American Control Conference (ACC), 3993-4000, 2021
202021
NeuroMANCER: Neural modules with adaptive nonlinear constraints and efficient regularizations
A Tuor, J Drgona, E Skomski, J Koch, Z Chen, S Dernbach, CM Legaard, ...
URL https://github. com/pnnl/neuromancer, 2021
192021
Leveraging structured biological knowledge for counterfactual inference: a case study of viral pathogenesis
J Zucker, K Paneri, S Mohammad-Taheri, S Bhargava, P Kolambkar, ...
IEEE Transactions on Big Data 7 (1), 25-37, 2021
182021
Automated adversary emulation for cyber-physical systems via reinforcement learning
A Bhattacharya, T Ramachandran, S Banik, CP Dowling, SD Bopardikar
2020 IEEE International Conference on Intelligence and Security Informatics …, 2020
162020
Differentiable predictive control: An mpc alternative for unknown nonlinear systems using constrained deep learning
J Drgona, K Kis, A Tuor, D Vrabie, M Klauco
arXiv preprint arXiv:2011.03699 1, 2020
122020
De novo design of protein target specific scaffold-based Inhibitors via Reinforcement Learning
AD McNaughton, MS Bontha, CR Knutson, JA Pope, N Kumar
arXiv preprint arXiv:2205.10473, 2022
92022
Bundle networks: Fiber bundles, local trivializations, and a generative approach to exploring many-to-one maps
N Courts, H Kvinge
arXiv preprint arXiv:2110.06983, 2021
62021
Torchntk: A library for calculation of neural tangent kernels of pytorch models
A Engel, Z Wang, AD Sarwate, S Choudhury, T Chiang
arXiv preprint arXiv:2205.12372, 2022
52022
A methodology for evaluating operator usage of machine learning recommendations for power grid contingency analysis
J Wenskovitch, B Jefferson, A Anderson, J Baweja, D Ciesielski, C Fallon
Frontiers in big Data 5, 897295, 2022
32022
Differentiable Predictive Control: Constrained Deep Learning Alternative to Explicit Model Predictive Control for Unknown Nonlinear Systems
J Drgona, K Kiš, A Tuor, D Vrabie, M Klauco
arXiv preprint arXiv:2011.03699, 2020
22020
Il sistema al momento non può eseguire l'operazione. Riprova più tardi.
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