| Parallel interior-point solver for block-structured nonlinear programs on SIMD/GPU architectures F Pacaud, M Schanen, S Shin, DA Maldonado, M Anitescu Optimization Methods and Software, 1-24, 2024 | 3 | 2024 |
| Structure-aware methods for expensive derivative-free nonsmooth composite optimization J Larson, M Menickelly Mathematical Programming Computation 16 (1), 1-36, 2024 | 1 | 2024 |
| Convolutional neural networks: Basic concepts and applications in manufacturing S Jiang, S Qin, JL Pulsipher, VM Zavala Artificial Intelligence in Manufacturing, 63-102, 2024 | 2 | 2024 |
| Statistical Treatment of Convolutional Neural Network Superresolution of Inland Surface Wind for Subgrid-Scale Variability Quantification D Getter, J Bessac, J Rudi, Y Feng Artificial Intelligence for the Earth Systems 3 (1), e230009, 2024 | | 2024 |
| Classification of events from α-induced reactions in the MUSIC detector via statistical and ML methods K Raghavan, ML Avila, P Balaprakash, H Jayatissa, D Santiago-Gonzalez Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2024 | | 2024 |
| Politics of problem definition: Comparing public support of climate change mitigation policies using machine learning J Choi, W Wehde, R Maulik Review of Policy Research 41 (1), 104-134, 2024 | 5 | 2024 |
| Inferring Quantum Network Topology Using Local Measurements DT Chen, B Doolittle, J Larson, ZH Saleem, E Chitambar PRX Quantum 4 (4), 040347, 2023 | 1 | 2023 |
| Optimal frequency-domain analysis for spacecraft time series: Introducing the missing-data multitaper power spectrum estimator S Dodson-Robinson, C Haley The Astronomical Journal 167 (1), 22, 2023 | | 2023 |
| Multiscale graph neural network autoencoders for interpretable scientific machine learning S Barwey, V Shankar, V Viswanathan, R Maulik Journal of Computational Physics 495, 112537, 2023 | 11 | 2023 |
| A graph-based modeling framework for tracing hydrological pollutant transport in surface waters DL Cole, GJ Ruiz-Mercado, VM Zavala Computers & chemical engineering 179, 108457, 2023 | | 2023 |
| Learning symbolic expressions: Mixed-integer formulations, cuts, and heuristics J Kim, S Leyffer, P Balaprakash INFORMS Journal on Computing 35 (6), 1383-1403, 2023 | 3 | 2023 |
| Inequality constrained stochastic nonlinear optimization via active-set sequential quadratic programming S Na, M Anitescu, M Kolar Mathematical Programming 202 (1), 279-353, 2023 | 21 | 2023 |
| Towards Continually Learning Application Performance Models RAO Sinurat, A Daram, HS Gunawi, RB Ross, S Madireddy arXiv preprint arXiv:2310.16996, 2023 | | 2023 |
| Multirate partitioned Runge–Kutta methods for coupled Navier–Stokes equations S Kang, A Dener, A Hamilton, H Zhang, EM Constantinescu, RL Jacob Computers & Fluids 264, 105964, 2023 | 2 | 2023 |
| Physics-informed neural networks for mesh deformation with exact boundary enforcement A Aygun, R Maulik, A Karakus Engineering Applications of Artificial Intelligence 125, 106660, 2023 | 7 | 2023 |
| Randomized Block Adaptive Linear System Solvers V Patel, M Jahangoshahi, DA Maldonado SIAM Journal on Matrix Analysis and Applications 44 (3), 1349-1369, 2023 | 2 | 2023 |
| Integrating a tailored recurrent neural network with Bayesian experimental design to optimize microbial community functions JC Thompson, VM Zavala, OS Venturelli PLOS Computational Biology 19 (9), e1011436, 2023 | 10 | 2023 |
| A Gradient-Aware Search Algorithm for Constrained Markov Decision Processes S Khairy, P Balaprakash, LX Cai IEEE Transactions on Neural Networks and Learning Systems, 2023 | 1 | 2023 |
| Hardware-conscious optimization of the quantum toffoli gate MA Bowman, P Gokhale, J Larson, J Liu, M Suchara ACM Transactions on Quantum Computing 4 (4), 1-19, 2023 | 9 | 2023 |
| Nek5000/RS Performance on Advanced GPU Architectures M Min, YH Lan, P Fischer, T Rathnayake, J Holmen arXiv preprint arXiv:2309.16381, 2023 | 4 | 2023 |
