Nima H. Siboni - Publications, H-index & Citations

Nima H. Siboni

Max Planck Society

10H指数

36论文数

508被引数

收录论文 10

发表时间

Enhancing corrosion-resistant alloy design through natural language processing and deep learning 通过自然语言处理和深度学习增强耐腐蚀合金设计

SCIENCE ADVANCES

IF12.5

2023-08-11

OAAI

Sasidhar, Kasturi Narasimha; Siboni, Nima Hamidi; Mianroodi, Jaber Rezaei; Rohwerder, Michael; Neugebauer, Jorg; Raabe, Dierk

An artificial neural network for surrogate modeling of stress fields in viscoplastic polycrystalline materials

NPJ COMPUTATIONAL MATERIALS

IF11.9

2023-03-13

OAAI

Khorrami, Mohammad S.; Mianroodi, Jaber R.; Siboni, Nima H.; Goyal, Pawan; Svendsen, Bob; Benner, Peter; Raabe, Dierk

Machine-learning-based surrogate modeling of microstructure evolution using phase-field 基于相场的基于机器学习的微结构演化代理建模

COMPUTATIONAL MATERIALS SCIENCE

IF3.3

2022-11-01

PREAI

Peivaste, Iman; Siboni, Nima H.; Alahyarizadeh, Ghasem; Ghaderi, Reza; Svendsen, Bob; Raabe, Dierk; Mianroodi, Jaber Rezaei

Deep learning framework for uncovering compositional and environmental contributions to pitting resistance in passivating alloys 用于揭示钝化合金中耐点蚀性的成分和环境贡献的深度学习框架

NPJ MATERIALS DEGRADATION

IF7.6

2022-08-23

OAAI

Sasidhar, Kasturi Narasimha; Siboni, Nima Hamidi; Mianroodi, Jaber Rezaei; Rohwerder, Michael; Neugebauer, Joerg; Raabe, Dierk

Modeling and simulation of microstructure in metallic systems based on multi-physics approaches

NPJ COMPUTATIONAL MATERIALS

IF11.9

2022-04-28

OAAI

Mianroodi, Jaber Rezaei; Shanthraj, Pratheek; Liu, Chuanlai; Vakili, Samad; Roongta, Sharan; Siboni, Nima Hamidi; Perchikov, Nathan; Bai, Yang; Svendsen, Bob; Roters, Franz; Raabe, Dierk; Diehl, Martin

Lossless multi-scale constitutive elastic relations with artificial intelligence

NPJ COMPUTATIONAL MATERIALS

IF11.9

2022-04-12

OAAI

Mianroodi, Jaber Rezaei; Rezaei, Shahed; Siboni, Nima H.; Xu, Bai-Xiang; Raabe, Dierk

Teaching solid mechanics to artificial intelligence-a fast solver for heterogeneous materials

NPJ COMPUTATIONAL MATERIALS

IF11.9

2021-07-01

OAAI

Mianroodi, Jaber Rezaei; Siboni, Nima H.; Raabe, Dierk

Anomalous transport due to retroreflection

PHYSICAL REVIEW B

IF3.7

2020-08-18

OAAI

Lohmann, Rene; Horn-Cosfeld, Beate; Schluck, Jakob; Mailly, Dominique; Siboni, Nima H.; Schumacher, Hans W.; Pierz, Klaus; Heinzel, Thomas; Horbach, Juergen

Non-monotonic response of a sheared magnetic liquid crystal to a continuously increasing external field

JOURNAL OF CHEMICAL PHYSICS

IF3.1

2020-01-14

PREAI

Siboni, Nima H.; Shrivastav, Gaurav P.; Klapp, Sabine H. L.

Linear negative magnetoresistance in two-dimensional Lorentz gases

PHYSICAL REVIEW B

IF3.7

2018-03-05

OAAI

Schluck, J.; Hund, M.; Heckenthaler, T.; Heinzel, T.; Siboni, N. H.; Horbach, J.; Pierz, K.; Schumacher, H. W.; Kazazis, D.; Gennser, U.; Mailly, D.

研究方向