Karl A. Kalina - Publications, H-index & Citations

Karl A. Kalina

Technische Universität Dresden

17H指数

60论文数

1.1K被引数

收录论文 24

发表时间

Construction of minimal integrity bases for anisotropic hyperelasticity via structural tensors 通过结构张量构造各向异性超弹性理论的最小完整性基

Journal of the Mechanics and Physics of Solids

IF6

2026-07-01

PREAI

Riemer, Brain M.; Brummund, Joerg; Kalina, Karl A.; Milor, Abel H.G.; Dammass, Franz; Kaestner, Markus

A physics-augmented neural network framework for finite strain incompressible viscoelasticity 一种用于有限应变不可压缩粘弹性的物理增强神经网络框架

Computer Methods in Applied Mechanics and Engineering

IF7.3

2026-03-13

OAAI

Karl A. Kalina; Jörg Brummund; Markus Kästner

Precise, efficient and flexible modeling of crystallizing elastomers based on physics-augmented neural networks 基于物理增强神经网络的对结晶弹性体的精确、高效和灵活建模

Computer Methods in Applied Mechanics and Engineering

IF7.3

2026-03-11

OAAI

Konrad Friedrichs; Franz Dammaß; Karl A. Kalina; Markus Kästner

A dual-stage constitutive modeling framework based on finite strain data-driven identification and physics-augmented neural networks 一种基于有限应变数据驱动识别和物理增强神经网络的双阶段本构建模框架

Computer Methods in Applied Mechanics and Engineering

IF7.3

2025-09-02

OAAI

Lennart Linden; Karl A. Kalina; Jörg Brummund; Brain Riemer; Markus Kästner

When invariants matter: The role of I1 and I2 in neural network models of incompressible hyperelasticity 当不变量重要时：I1和I2在不压缩超弹性神经网络模型中的作用

Mechanics of Materials

IF4.1

2025-08-09

OAAI

Franz Dammaß; Karl A. Kalina; Markus Kästner

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

Journal of the Mechanics and Physics of Solids

IF6

2025-05-30

PREAI

Asghar A. Jadoon; Karl A. Kalina; Manuel K. Rausch; Reese Jones; Jan Niklas Fuhg

Neural networks meet phase-field: A hybrid fracture model 神经网络与相场方法：一种混合断裂模型

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2025-05-01

PREAI

Dammass, Franz; Kalina, Karl A.; Kaestner, Markus

Inverse design of spinodoid structures using Bayesian optimization 基于贝叶斯优化的脊柱结构逆设计

COMPUTATIONAL MECHANICS

IF3.8

2025-02-19

OAAI

Rassloff, Alexander; Seibert, Paul; Kalina, Karl A.; Kaestner, Markus

Fast descriptor-based 2D and 3D microstructure reconstruction using the Portilla-Simoncelli algorithm

ENGINEERING WITH COMPUTERS

IF4.9

2024-07-22

OAAI

Seibert, Paul; Rassloff, Alexander; Kalina, Karl; Kaestner, Markus

Viscoelasticty with physics-augmented neural networks: model formulation and training methods without prescribed internal variables

COMPUTATIONAL MECHANICS

IF3.8

2024-05-06

OAAI

Rosenkranz, Max; Kalina, Karl A.; Brummund, Joerg; Sun, WaiChing; Kaestner, Markus

Neural network-based multiscale modeling of finite strain magneto-elasticity with relaxed convexity criteria

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2024-03-01

OAAI

Kalina, Karl A.; Gebhart, Philipp; Brummund, Joerg; Linden, Lennart; Sun, WaiChing; Kaestner, Markus

Fast Reconstruction of Microstructures with Ellipsoidal Inclusions Using Analytical Descriptors

COMPUTER-AIDED DESIGN

IF3.1

2024-01-01

OAAI

Seibert, Paul; Husert, Markus; Wollner, Maximilian P.; Kalina, Karl A.; Kaestner, Markus

Neural networks meet hyperelasticity: A guide to enforcing physics

JOURNAL OF THE MECHANICS AND PHYSICS OF SOLIDS

IF6

2023-10-01

OAAI

Linden, Lennart; Klein, Dominik K.; Kalina, Karl A.; Brummund, Joerg; Weeger, Oliver; Kaestner, Markus

Two-stage 2D-to-3D reconstruction of realistic microstructures: Implementation and numerical validation by effective properties

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

IF7.3

2023-07-01

OAAI

Seibert, Paul; Rassloff, Alexander; Kalina, Karl A.; Gussone, Joachim; Bugelnig, Katrin; Diehl, Martin; Kaestner, Markus

Phase-field modelling and analysis of rate-dependent fracture phenomena at finite deformation 有限变形时率相关断裂现象的相场建模和分析

COMPUTATIONAL MECHANICS

IF3.8

2023-04-18

OAAI

Dammass, Franz; Kalina, Karl A.; Ambati, Marreddy; Kaestner, Markus

FEANN: an efficient data-driven multiscale approach based on physics-constrained neural networks and automated data mining FEANN: 一种基于物理约束神经网络和自动数据挖掘的高效数据驱动多尺度方法

COMPUTATIONAL MECHANICS

IF3.8

2023-02-08

OAAI

Kalina, Karl A.; Linden, Lennart; Brummund, Joerg; Kaestner, Markus

Automated constitutive modeling of isotropic hyperelasticity based on artificial neural networks 基于人工神经网络的各向同性超弹性自动本构建模

COMPUTATIONAL MECHANICS

IF3.8

2021-10-06

OAAI

Kalina, Karl A.; Linden, Lennart; Brummund, Jorg; Metsch, Philipp; Kastner, Markus

Magneto-Mechanical Coupling in Magneto-Active Elastomers

MATERIALS

IF3.2

2021-01-17

OAAI

Metsch, Philipp; Romeis, Dirk; Kalina, Karl A.; Rassloff, Alexander; Saphiannikova, Marina; Kaestner, Markus

Field-induced interactions in magneto-active elastomers-a comparison of experiments and simulations (vol 29, 085026, 2020)

SMART MATERIALS AND STRUCTURES

IF3.8

2020-10-06

PREAI

Metsch, P.; Schmidt, H.; Sindersberger, D.; Kalina, K. A.; Brummund, J.; Auernhammer, G. K.; Monkman, G. J.; Kaestner, M.

Field-induced interactions in magneto-active elastomers-A comparison of experiments and simulations

SMART MATERIALS AND STRUCTURES

IF3.8

2020-07-07

OAAI

Metsch, P.; Schmidt, H.; Sindersberger, D.; Kalina, K. A.; Brummund, J.; Auernhammer, G. K.; Monkman, G. J.; Kastner, M.

研究方向