Kazem Meidani

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Differential Equations

Molecular Dynamics

Top Venues

Expert Syst. Appl.

Mach. Learn. Sci. Technol.

Publications

Parshin Shojaee, Kazem Meidani, Shashank Gupta, Amir Barati Farimani, Chandan K. Reddy
LLM-SR: Scientific Equation Discovery via Programming with Large Language Models. CoRR (2024)
Kazem Meidani, Parshin Shojaee, Chandan K. Reddy, Amir Barati Farimani
SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training. ICLR (2024)
Kazem Meidani, Igor Borovikov, Amir Barati Farimani, Harold Chaput
Inverse Lighting with Differentiable Physically-Based Model. LION (2023)
Parshin Shojaee, Kazem Meidani, Amir Barati Farimani, Chandan K. Reddy
Transformer-based Planning for Symbolic Regression. NeurIPS (2023)
Parshin Shojaee, Kazem Meidani, Amir Barati Farimani, Chandan K. Reddy
Transformer-based Planning for Symbolic Regression. CoRR (2023)
Kazem Meidani, Amir Barati Farimani
Identification of parametric dynamical systems using integer programming. Expert Syst. Appl. 219 (2023)
Kazem Meidani, Parshin Shojaee, Chandan K. Reddy, Amir Barati Farimani
SNIP: Bridging Mathematical Symbolic and Numeric Realms with Unified Pre-training. CoRR (2023)
Zijie Li, Kazem Meidani, Amir Barati Farimani
Transformer for Partial Differential Equations' Operator Learning. Trans. Mach. Learn. Res. 2023 (2023)
Kazem Meidani, Seyedali Mirjalili, Amir Barati Farimani
MAB-OS: Multi-Armed Bandits Metaheuristic Optimizer Selection. Appl. Soft Comput. 128 (2022)
Kazem Meidani, AmirPouya Hemmasian, Seyedali Mirjalili, Amir Barati Farimani
Adaptive grey wolf optimizer. Neural Comput. Appl. 34 (10) (2022)
Kazem Meidani, Seyedali Mirjalili, Amir Barati Farimani
Online metaheuristic algorithm selection. Expert Syst. Appl. 201 (2022)
Zijie Li, Kazem Meidani, Amir Barati Farimani
Transformer for Partial Differential Equations' Operator Learning. CoRR (2022)
Parand Akbari, Francis Ogoke, Ning-Yu Kao, Kazem Meidani, Chun-Yu Yeh, William Lee, Amir Barati Farimani
MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning. CoRR (2022)
AmirPouya Hemmasian, Kazem Meidani, Seyedali Mirjalili, Amir Barati Farimani
VecMetaPy: A vectorized framework for metaheuristic optimization in Python. Adv. Eng. Softw. 166 (2022)
Zijie Li, Kazem Meidani, Prakarsh Yadav, Amir Barati Farimani
Graph Neural Networks Accelerated Molecular Dynamics. CoRR (2021)
Francis Ogoke, Kazem Meidani, Amirreza Hashemi, Amir Barati Farimani
Graph convolutional networks applied to unstructured flow field data. Mach. Learn. Sci. Technol. 2 (4) (2021)
Francis Ogoke, Kazem Meidani, Amirreza Hashemi, Amir Barati Farimani
Graph Convolutional Neural Networks for Body Force Prediction. CoRR (2020)
Kazem Meidani, Amir Barati Farimani
Data-driven Identification of 2D Partial Differential Equations using extracted physical features. CoRR (2020)