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R

Reese E. Jones

Sandia National Laboratories

45H指数
426论文数
7.1K被引数
收录论文 91
发表时间
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Multiscale topology optimization of compressible and nearly incompressible anisotropic hyperelastic structures using physics-augmented neural networks基于物理增强型神经网络的各向异性超弹性结构可压缩与近不可压缩的多尺度拓扑优化
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-08-10
err0
PREAI
errAsghar A. Jadoon; Aryan Tyagi; L. River Spencer; Reese E. Jones; Manuel K. Rausch; Ryan Alberdi; D. Thomas Seidl; Jan N. Fuhg
err分享
err收藏
A physics-augmented neural network framework for modeling and characterizing thermo-visco-plastic behavior一种用于建模和表征热黏塑性行为的物理增强神经网络框架
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-04-04
err0
PREAI
errReese E. Jones; Asghar A. Jadoon; D. Thomas Seidl; Jan N. Fuhg
err分享
err收藏
Differentiable neural network representation of multi-well, locally-convex potentials多井局部凸势的可微神经网络表示
errJournal of Computational Physics
IF3.8
err2026-01-14
err0
PREAI
errReese E. Jones; Adrian Buganza Tepole; Jan N. Fuhg
err分享
err收藏
A general, automated method for building structural tensors of arbitrary order for anisotropic function representations一种用于构建各向异性函数表示的任意阶结构张量的通用自动化方法
errMathematics and Mechanics of Solids
IF1.7
err2026-01-01
err1
PREAI
errPatel, Ravi G.; Jones, Reese E.; Granzow, Brian N.; Seidl, D. Thomas; Fuhg, Jan N.
err分享
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Metal oxide candidates for thermochemical water splitting obtained with a generative diffusion model通过生成式扩散模型获得的用于热化学水分解的金属氧化物候选物
errJournal of Physics: Energy
IF0
err2025-11-04
err0
errOAAI
errMatthew D Witman; Reese E Jones; Andrew J E Rowberg; Stephan Lany
err分享
err收藏
Uncertainty quantification of neural network models of evolving processes via Langevin sampling演变过程的神经网络模型的不确定性量化：基于朗之万采样的方法
errProbabilistic Engineering Mechanics
IF3.5
err2025-10-10
err0
PREAI
errCosmin Safta; Reese E. Jones; Ravi G. Patel; Raelynn Wonnacot; Dan S. Bolintineanu; Craig M. Hamel; Sharlotte L.B. Kramer
err分享
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Physics augmented machine learning discovery of composition-dependent constitutive laws for 3D printed digital materials物理增强机器学习发现3D打印数字材料的组分依赖性本构定律
errInternational Journal of Engineering Science
IF5.7
err2025-09-19
err0
PREAI
errSteven Yang; Michal Levin; Govinda Anantha Padmanabha; Miriam Borshevsky; Ohad Cohen; D. Thomas Seidl; Reese E. Jones; Nikolaos Bouklas; Noy Cohen
err分享
err收藏
An attention-based neural ordinary differential equation framework for modeling inelastic processes基于注意力机制的神经常微分方程框架用于模拟非弹性过程
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2025-07-07
err0
PREAI
errReese E. Jones; Jan N. Fuhg
err分享
err收藏
A direct-adjoint approach for material point model calibration with application to plasticity基于材料点模型校准的直接-伴随方法及其在塑性中的应用
errCOMPUTATIONAL MATERIALS SCIENCE
IF3.3
err2025-06-01
err0
PREAI
errYan, Ryan; Seidl, D. Thomas; Jones, Reese E.; Papadopoulos, Panayiotis
err分享
err收藏
Inverse design of anisotropic microstructures using physics-augmented neural networks利用物理增强神经网络进行各向异性微结构的逆向设计
errJournal of the Mechanics and Physics of Solids
IF6
err2025-05-30
err0
PREAI
errAsghar A. Jadoon; Karl A. Kalina; Manuel K. Rausch; Reese Jones; Jan Niklas Fuhg
err分享
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Improving the performance of Stein variational inference through extreme sparsification of physically-constrained neural network models通过物理约束神经网络模型的极端稀疏化提高Stein变分推理的性能
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-12-01
err0
PREAI
errPadmanabha, Govinda Anantha; Fuhg, Jan Niklas; Safta, Cosmin; Jones, Reese E.; Bouklas, Nikolaos
err分享
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Equivariant graph convolutional neural networks for the representation of homogenized anisotropic microstructural mechanical response用于表示均质各向异性微结构力学响应的等变图卷积神经网络
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-12-01
err0
errOAAI
errPatel, Ravi; Safta, Cosmin; Jones, Reese E.
err分享
err收藏
Poromechanical cohesive interface element with combined Mode I-II cohesive zone elastoplasticity for simulating fracture in fluid-saturated porous media
errCOMPUTERS & STRUCTURES
IF4.8
err2024-12-01
err0
PREAI
errJadaan, Dafer K.; Rimsza, Jessica; Jones, Reese; Regueiro, Richard A.
err分享
err收藏
Polyconvex neural network models of thermoelasticity热弹性的多凸神经网络模型
errJOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
IF6
err2024-11-01
err4
errOAAI
errFuhg, Jan N.; Jadoon, Asghar; Weeger, Oliver; Seidl, D. Thomas; Jones, Reese E.
err分享
err收藏
Multiscale simulation of spatially correlated microstructure via a latent space representation通过潜在空间表示对空间相关微观结构进行多尺度模拟
errINTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES
IF3.8
err2024-09-01
err0
errOAAI
errJones, Reese E.; Hamel, Craig M.; Bolintineanu, Dan; Johnson, Kyle; de Macedo, Robert Buarque; Fuhg, Jan; Bouklas, Nikolaos; Kramer, Sharlotte
err分享
err收藏
Uncertainty quantification of graph convolution neural network models of evolving processes演化过程的图卷积神经网络模型的不确定性量化
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-09-01
err0
errOAAI
errHauth, Jeremiah; Safta, Cosmin; Huan, Xun; Patel, Ravi G.; Jones, Reese E.
err分享
err收藏
Extreme sparsification of physics-augmented neural networks for interpretable model discovery in mechanics物理增强神经网络的极端稀疏化，用于力学中的可解释模型发现
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2024-06-01
err8
errOAAI
errFuhg, Jan Niklas; Jones, Reese Edward; Bouklas, Nikolaos
err分享
err收藏
Robust scalable initialization for Bayesian variational inference with multi-modal Laplace approximations具有多模式拉普拉斯逼近的贝叶斯变分推理的鲁棒可扩展初始化
errPROBABILISTIC ENGINEERING MECHANICS
IF3.5
err2023-10-01
err0
errOAAI
errBridgman, Wyatt; Jones, Reese E.; Khalil, Mohammad
err分享
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Inelastic relaxation processes in amorphous sodium silicates无定形硅酸钠中的非弹性弛豫过程
errJOURNAL OF THE AMERICAN CERAMIC SOCIETY
IF3.8
err2023-09-07
err2
errOAAI
errRimsza, Jessica M.; Jones, Reese E.
err分享
err收藏
Design of experiments for the calibration of history-dependent models via deep reinforcement learning and an enhanced Kalman filter
errCOMPUTATIONAL MECHANICS
IF3.8
err2023-05-12
err8
PREAI
errVillarreal, Ruben; Vlassis, Nikolaos N.; Phan, Nhon N.; Catanach, Tommie A.; Jones, Reese E.; Trask, Nathaniel A.; Kramer, Sharlotte L. B.; Sun, WaiChing
err分享
err收藏

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