Soroush Mahjoubi

11 papers Journal 11
YearRankTypeTitle / Venue / Authors
2026 J jnl
Probing Materials Knowledge in LLMs: From Latent Embeddings to Reliable Predictions.
CoRR
Vineeth Venugopal, Soroush Mahjoubi, Elsa Olivetti
2025 J jnl
32 examples of LLM applications in materials science and chemistry: towards automation, assistants, agents, and accelerated scientific discovery.
Mach. Learn. Sci. Technol.
Yoel Zimmermann, Adib Bazgir, Alexander Al-Feghali, Mehrad Ansari, Joshua D. Bocarsly, L. Catherine Brinson, Yuan Chiang, Defne Circi, Min-Hsueh Chiu, Nathan Daelman, Matthew L. Evans, Abhijeet Sadashiv Gangan, Janine George, Hassan Harb, Ghazal Khalighinejad, Sartaaj Khan, Sascha Klawohn, Magdalena Lederbauer, Soroush Mahjoubi, Bernadette Mohr, Seyed Mohamad Moosavi, Aakash Naik, Aleyna Beste Ozhan, Dieter Plessers, Aritra Roy, Fabian Schöppach, Philippe Schwaller, Carla Terboven, Katharina Ueltzen, Yue Wu, Shang Zhu, Jan Janssen, Calvin Li, Ian T. Foster, Ben Blaiszik
2025 J jnl
34 Examples of LLM Applications in Materials Science and Chemistry: Towards Automation, Assistants, Agents, and Accelerated Scientific Discovery.
CoRR
Yoel Zimmermann, Adib Bazgir, Alexander Al-Feghali, Mehrad Ansari, Joshua D. Bocarsly, L. Catherine Brinson, Yuan Chiang, Defne Circi, Min-Hsueh Chiu, Nathan Daelman, Matthew L. Evans, Abhijeet Sadashiv Gangan, Janine George, Hassan Harb, Ghazal Khalighinejad, Sartaaj Khan, Sascha Klawohn, Magdalena Lederbauer, Soroush Mahjoubi, Bernadette Mohr, Seyed Mohamad Moosavi, Aakash Naik, Aleyna Beste Ozhan, Dieter Plessers, Aritra Roy, Fabian Schöppach, Philippe Schwaller, Carla Terboven, Katharina Ueltzen, Yue Wu, Shang Zhu, Jan Janssen, Calvin Li, Ian T. Foster, Ben Blaiszik
2025 J jnl
Review of AI-assisted design of low-carbon cost-effective concrete toward carbon neutrality.
Artif. Intell. Rev.
Soroush Mahjoubi, Rojyar Barhemat, Weina Meng, Yi Bao
2024 J jnl
Reflections from the 2024 Large Language Model (LLM) Hackathon for Applications in Materials Science and Chemistry.
CoRR
Yoel Zimmermann, Adib Bazgir, Zartashia Afzal, Fariha Agbere, Qianxiang Ai, Nawaf Alampara, Alexander Al-Feghali, Mehrad Ansari, Dmytro Antypov, Amro Aswad, Jiaru Bai, Viktoriia Baibakova, Devi Dutta Biswajeet, Erik Bitzek, Joshua D. Bocarsly, Anna S. Borisova, Andres M. Bran, L. Catherine Brinson, Marcel Moran Calderon, Alessandro Canalicchio, Victor Chen, Yuan Chiang, Defne Circi, Benjamin Charmes, Vikrant Chaudhary, Zizhang Chen, Min-Hsueh Chiu, Judith Clymo, Kedar Dabhadkar, Nathan Daelman, Archit Datar, Matthew L. Evans, Maryam Ghazizade Fard, Giuseppe Fisicaro, Abhijeet Sadashiv Gangan, Janine George, Jose D. Cojal Gonzalez, Michael Götte, Ankur K. Gupta, Hassan Harb, Pengyu Hong, Abdelrahman Ibrahim, Ahmed Ilyas, Alishba Imran, Kevin Ishimwe, Ramsey Issa, Kevin Maik Jablonka, Colin Jones, Tyler R. Josephson, Greg Juhasz, Sarthak Kapoor, Rongda Kang, Ghazal Khalighinejad, Sartaaj Khan, Sascha Klawohn, Suneel Kuman, Alvin Noe Ladines, Sarom Leang, Magdalena Lederbauer, Sheng-Lun Mark Liao, Hao Liu, Xuefeng Liu, Stanley Lo, Sandeep Madireddy, Piyush Ranjan Maharana, Shagun Maheshwari, Soroush Mahjoubi, José A. Márquez, Rob Mills, Trupti Mohanty, Bernadette Mohr, Seyed Mohamad Moosavi, Alexander Moßhammer, Amirhossein D. Naghdi, Aakash Naik, Oleksandr Narykov, Hampus Näsström, Xuan Vu Nguyen, Xinyi Ni, Dana O'Connor, Teslim Olayiwola, Federico Ottomano, Aleyna Beste Ozhan, Sebastian Pagel, Chiku Parida, Jaehee Park, Vraj Patel, Elena Patyukova, Martin Hoffmann Petersen, Luis Pinto, José M. Pizarro, Dieter Plessers, Tapashree Pradhan, Utkarsh Pratiush, Charishma Puli, Andrew Qin, Mahyar Rajabi, Francesco Ricci, Elliot Risch, Martiño Ríos-García
2023 J jnl
Identification and classification of exfoliated graphene flakes from microscopy images using a hierarchical deep convolutional neural network.
Eng. Appl. Artif. Intell.
Soroush Mahjoubi, Fan Ye, Yi Bao, Weina Meng, Xian Zhang
2022 J jnl
Auto-tune learning framework for prediction of flowability, mechanical properties, and porosity of ultra-high-performance concrete (UHPC).
Appl. Soft Comput.
Soroush Mahjoubi, Weina Meng, Yi Bao
2022 J jnl
Identification and classification of exfoliated graphene flakes from microscopy images using a hierarchical deep convolutional neural network.
CoRR
Soroush Mahjoubi, Fan Ye, Yi Bao, Weina Meng, Xian Zhang
2022 J jnl
Logic-guided neural network for predicting steel-concrete interfacial behaviors.
Expert Syst. Appl.
Soroush Mahjoubi, Weina Meng, Yi Bao
2021 J jnl
Game theory-based metaheuristics for structural design optimization.
Comput. Aided Civ. Infrastructure Eng.
Soroush Mahjoubi, Yi Bao
2019 J jnl
Hypotrochoid spiral optimization approach for sizing and layout optimization of truss structures with multiple frequency constraints.
Eng. Comput.
Ali Kaveh, Soroush Mahjoubi