Krishna Garikipati

University of Southern California

H指数:34

被引数:5,099

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Constitutive parameter inference using physics-informed full volume inverse modeling of intact and torn rotator cuff tendons

基于物理信息完整和撕裂肩袖肌腱全容积逆向建模的本构参数推断

Journal of the Mechanics and Physics of Solids

IF6

2026-05-050

OAAI

FP-IRL: Fokker–Planck inverse reinforcement learning — A physics-constrained approach to Markov decision processes

FP-IRL：Fokker–Planck反向强化学习——一种约束物理学的马尔可夫决策过程方法

Computer Methods in Applied Mechanics and Engineering

IF7.3

2026-04-300

PRE

The inference of Fokker-Planck equations via transport maps

Computer Methods in Applied Mechanics and Engineering

IF7.3

2026-01-220

OAAI

Inference of phase field fracture models

相场断裂模型的推断

Journal of the Mechanics and Physics of Solids

IF6

2025-12-290

PRE

Physics- and data-driven active learning of neural network representations for free energy density functions of materials from statistical mechanics

基于物理和数据驱动的材料自由能密度函数统计力学神经网络表征的主动学习

Computer Methods in Applied Mechanics and Engineering

IF7.3

2025-10-030

PRE

A continuum, computational study of morphogenesis in lithium intermetallic interfaces in solid state batteries

固态电池中锂金属间界面形态发生的连续计算研究

JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

IF6

2025-07-010

PRE

A phase-field fracture formulation for generalized standard materials: The interplay between thermomechanics and damage

广义标准材料的一种相场断裂模型：热力学与损伤的相互作用

JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

IF6

2025-05-210

PRE

Attention-based multi-fidelity machine learning model for fractional flow reserve assessment

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2024-12-010

PRE

Computing whole embryo strain maps during gastrulation

BIOPHYSICAL JOURNAL

IF3.1

2024-11-010

PRE

Bridging scales with Machine Learning: From first principles statistical mechanics to continuum phase field computations to study order-disorder transitions in Li x CoO 2

用机器学习桥接尺度: 从第一性原理统计力学到连续相场计算，研究Li x CoO 2中的有序-无序跃迁

JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

IF6

2024-09-010

PRE

A treatment of particle-electrolyte sharp interface fracture in solid-state batteries with multi-field discontinuities

具有多场不连续性的固态电池中颗粒-电解质尖锐界面断裂的处理

JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

IF6

2024-01-010

OAAI

Label-free learning of elliptic partial differential equation solvers with generalizability across boundary value problems

跨边值问题具有泛化性的椭圆偏微分方程求解器的无标签学习

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2023-12-011

OAAI

High order schemes for gradient flow with respect to a metric

JOURNAL OF COMPUTATIONAL PHYSICS

IF3.8

2023-12-010

OAAI

Ferroelastic toughening: Can it solve the mechanics challenges of solid electrolytes?

CURRENT OPINION IN SOLID STATE & MATERIALS SCIENCE

IF13.4

2023-04-012

OAAI

Oscillatory ERK Signaling and Morphology Determine Heterogeneity of Breast Cancer Cell Chemotaxis via MEK-ERK and p38-MAPK Signaling Pathways

振荡ERK信号和形态学通过mek-erk和p38-MAPK信号通路决定乳腺癌细胞趋化性的异质性

BIOENGINEERING-BASEL

IF3.7

2023-02-183

OAAI

Numerical analysis of non-local calculus on finite weighted graphs, with application to reduced-order modeling of dynamical systems

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2022-12-011

OAAI

Ogden material calibration via magnetic resonance cartography, parameter sensitivity and variational system identification

PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY A-MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES

IF3.7

2022-08-296

mechanoChemML: A software library for machine learning in computational materials physics

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2022-08-012

OAAI

A heteroencoder architecture for prediction of failure locations in porous metals using variational inference

使用变分推理预测多孔金属中故障位置的异质编码器架构

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2022-08-013

OAAI

Sensitivity of void mediated failure to geometric design features of porous metals

INTERNATIONAL JOURNAL OF SOLIDS AND STRUCTURES

IF3.8

2022-02-011

OAAI

Krishna Garikipati

个人简介

教育背景

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