Nathaniel A. Trask

11 papers Journal 10Unranked 1

Year	Rank	Type	Title / Venue / Authors
2022	J	`jnl`	Design of experiments for the calibration of history-dependent models via deep reinforcement learning and an enhanced Kalman filter. CoRR Rubén Villarreal, Nikolaos N. Vlassis, Nhon N. Phan, Tommie A. Catanach, Reese E. Jones, Nathaniel A. Trask, Sharlotte L. B. Kramer, WaiChing Sun
2022	J	`jnl`	Thermodynamically consistent physics-informed neural networks for hyperbolic systems. J. Comput. Phys. Ravi G. Patel, Indu Manickam, Nathaniel A. Trask, Mitchell A. Wood, Myoungkyu Lee, Ignacio Tomas, Eric C. Cyr
2021	J	`jnl`	Machine learning structure preserving brackets for forecasting irreversible processes. CoRR Kookjin Lee, Nathaniel A. Trask, Panos Stinis
2021	J	`jnl`	Parallel implementation of a compatible high-order meshless method for the Stokes' equations. CoRR Quang-Thinh Ha, Paul A. Kuberry, Nathaniel A. Trask, Emily M. Ryan
2021	J	`jnl`	Partition of unity networks: deep hp-approximation. CoRR Kookjin Lee, Nathaniel A. Trask, Ravi G. Patel, Mamikon A. Gulian, Eric C. Cyr
2020	J	`jnl`	A block coordinate descent optimizer for classification problems exploiting convexity. CoRR Ravi G. Patel, Nathaniel A. Trask, Mamikon A. Gulian, Eric C. Cyr
2020	J	`jnl`	A physics-informed operator regression framework for extracting data-driven continuum models. CoRR Ravi G. Patel, Nathaniel A. Trask, Mitchell A. Wood, Eric C. Cyr
2020	J	`jnl`	Asymptotically compatible reproducing kernel collocation and meshfree integration for the peridynamic Navier equation. CoRR Yu Leng, Xiaochuan Tian, Nathaniel A. Trask, John T. Foster
2020	—	`conf`	Robust Training and Initialization of Deep Neural Networks: An Adaptive Basis Viewpoint. MSML Eric C. Cyr, Mamikon A. Gulian, Ravi G. Patel, Mauro Perego, Nathaniel A. Trask
2020	J	`jnl`	Thermodynamically consistent physics-informed neural networks for hyperbolic systems. CoRR Ravi G. Patel, Indu Manickam, Nathaniel A. Trask, Mitchell A. Wood, Myoungkyu Lee, Ignacio Tomas, Eric C. Cyr
2019	J	`jnl`	Robust Training and Initialization of Deep Neural Networks: An Adaptive Basis Viewpoint. CoRR Eric C. Cyr, Mamikon A. Gulian, Ravi G. Patel, Mauro Perego, Nathaniel A. Trask