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Siddhant Kumar

Delft University of Technology

20H指数
84论文数
2.2K被引数
收录论文 33
发表时间
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Algebraic language models for inverse design of metamaterials via diffusion transformers通过扩散变换器进行超材料逆设计的代数语言模型
errNature Machine Intelligence
IF23.9
err2026-04-23
err0
PREAI
errLi Zheng; Siddhant Kumar; Dennis M. Kochmann
err分享
err收藏
COMMET: Orders-of-magnitude speed-up in finite element method via batch-vectorized neural constitutive updatesCOMMET：通过批量化向量化神经本构更新实现有限元方法数量级加速
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-01-14
err0
errOAAI
errBenjamin Alheit; Mathias Peirlinck; Siddhant Kumar
err分享
err收藏
Hetero-EUCLID: Interpretable model discovery for heterogeneous hyperelastic materials using stress-unsupervised learningHetero-EUCLID：基于应力无监督学习的高分子超弹性材料可解释模型发现
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-01-12
err0
PREAI
errKanhaiya Lal Chaurasiya; Saurav Dutta; Siddhant Kumar; Akshay Joshi
err分享
err收藏
Ion sensing based on frequency-dependent physico-chemical processes at electrode/electrolyte interfaces基于电极/电解质界面频率依赖性物理化学过程的离子传感
errNature Communications
IF15.7
err2025-12-03
err0
errOAAI
errAmir Mohseni Armaki; Yaqi Guo; Majid Ahmadi; Roan Streefland; Patrick S. Bäuerlein; Arjan Mol; Siddhant Kumar; Peyman Taheri
err分享
err收藏
Deep learning reveals key predictors of thermal conductivity in covalent organic frameworks深度学习揭示了共价有机骨架中热导率的关键预测因子
errDigital Discovery
IF5.6
err2025-10-17
err0
errOAAI
errPrakash Thakolkaran †; Yiwen Zheng †; Yaqi Guo; Aniruddh Vashisth; Siddhant Kumar
err分享
err收藏
Toward Sustainable Polymer Design: A Molecular Dynamics-Informed Machine Learning Approach for Vitrimers走向可持续的聚合物设计: 用于Vitrimers的分子动力学机器学习方法
errDigital Discovery
IF5.6
err2025-07-29
err0
errOAAI
errYiwen Zheng; Agni Kumar Biswal; Yaqi Guo; Prakash Thakolkaran; Yash Kokane; Vikas Varshney; Siddhant Kumar; Aniruddh Vashisth
err分享
err收藏
A topology optimisation framework to design test specimens for one-shot identification or discovery of material models一种用于一次性识别或发现材料模型的测试试样设计拓扑优化框架
errJournal of the Mechanics and Physics of Solids
IF6
err2025-06-07
err0
errOAAI
errSaeid Ghouli; Moritz Flaschel; Siddhant Kumar; Laura De Lorenzis
err分享
err收藏
Experiment-informed finite-strain inverse design of spinodal metamaterials旋节超材料的实验通知有限应变逆设计
errEXTREME MECHANICS LETTERS
IF4.5
err2025-01-01
err2
errOAAI
errThakolkaran, Prakash; Espinal, Michael; Dhulipala, Somayajulu; Kumar, Siddhant; Portela, Carlos M.
err分享
err收藏
AI-Guided Inverse Design and Discovery of Recyclable Vitrimeric Polymers
errADVANCED SCIENCE
IF14.1
err2024-12-16
err0
errOAAI
errZheng, Yiwen; Thakolkaran, Prakash; Biswal, Agni K.; Smith, Jake A.; Lu, Ziheng; Zheng, Shuxin; Nguyen, Bichlien H.; Kumar, Siddhant; Vashisth, Aniruddh
err分享
err收藏
HyperCAN: Hypernetwork-driven deep parameterized constitutive models for metamaterials
errEXTREME MECHANICS LETTERS
IF4.5
err2024-11-01
err1
errOAAI
errZheng, Li; Kochmann, Dennis M.; Kumar, Siddhant
err分享
err收藏
Spatially-graded 3D-printed viscoelastic truss metamaterials for impact trajectory control and energy absorption
errTHEORETICAL AND APPLIED MECHANICS LETTERS
IF3.3
err2024-09-01
err2
errOAAI
errRadi, Kaoutar; Glaesener, Raphael N.; Kumar, Siddhant; Kochmann, Dennis M.
err分享
err收藏
A discontinuous Galerkin/cohesive zone model approach for the computational modeling of fracture in geometrically exact slender beams
errCOMPUTATIONAL MECHANICS
IF3.8
err2024-07-12
err0
errOAAI
errKota, Sai Kubair; Kumar, Siddhant; Giovanardi, Bianca
err分享
err收藏
Inverse Designing Surface Curvatures by Deep Learning
errADVANCED INTELLIGENT SYSTEMS
IF6.1
err2024-04-10
err2
errOAAI
errGuo, Yaqi; Sharma, Saurav; Kumar, Siddhant
err分享
err收藏
AI-Enabled Materials Design of Non-Periodic 3D Architectures With Predictable Direction-Dependent Elastic Properties具有可预测的方向相关弹性特性的非周期性3D架构的AI材料设计
errADVANCED MATERIALS
IF26.8
err2024-02-06
err6
PREAI
errDeng, Weiting; Kumar, Siddhant; Vallone, Alberto; Kochmann, Dennis M.; Greer, Julia R.
err分享
err收藏
Single-test evaluation of directional elastic properties of anisotropic structured materials
errJOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
IF6
err2023-12-01
err5
errOAAI
errBoddapati, Jagannadh; Flaschel, Moritz; Kumar, Siddhant; De Lorenzis, Laura; Daraio, Chiara
err分享
err收藏
Enhanced Floating Isogeometric Analysis增强型浮动等几何分析
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-12-01
err2
errOAAI
errHille, Helge C.; Kumar, Siddhant; De Lorenzis, Laura
err分享
err收藏
Unifying the design space and optimizing linear and nonlinear truss metamaterials by generative modeling通过生成式建模统一设计空间并优化线性和非线性桁架超材料
errNATURE COMMUNICATIONS
IF15.7
err2023-11-21
err36
errOAAI
errZheng, Li; Karapiperis, Konstantinos; Kumar, Siddhant; Kochmann, Dennis M.
err分享
err收藏
Automated discovery of interpretable hyperelastic material models for human brain tissue with EUCLID使用EUCLID自动发现人脑组织的可解释超弹性材料模型
errJOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS
IF6
err2023-11-01
err13
errOAAI
errFlaschel, Moritz; Yu, Huitian; Reiter, Nina; Hinrichsen, Jan; Budday, Silvia; Steinmann, Paul; Kumar, Siddhant; De Lorenzis, Laura
err分享
err收藏
Neural cellular automata for solidification microstructure modelling用于凝固组织建模的神经细胞自动机
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-09-01
err4
errOAAI
errTang, Jian; Kumar, Siddhant; De Lorenzis, Laura; Hosseini, Ehsan
err分享
err收藏
Predicting the influence of geometric imperfections on the mechanical response of 2D and 3D periodic trusses
errACTA MATERIALIA
IF9.3
err2023-08-01
err8
errOAAI
errGlaesener, R. N.; Kumar, S.; Lestringant, C.; Butruille, T.; Portela, C. M.; Kochmann, D. M.
err分享
err收藏

研究方向

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合作学者
合作期刊
J
Julia R. Greer
H 指数: 75 · 论文数: 462
郑力 封面图
郑力 (Zheng Li)
H 指数: 73 · 论文数: 1.3K
P
Paul Steinmann
H 指数: 71 · 论文数: 987
C
Chiara Daraio
H 指数: 71 · 论文数: 412
L
Laura De Lorenzis
H 指数: 64 · 论文数: 300
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