Asal Mehradfar

According to our database, Asal Mehradfar authored at least 6 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

LANTERN: A Machine Learning Framework for Lipid Nanoparticle Transfection Efficiency Prediction.

Asal Mehradfar, Mohammad Shahab Sepehri, José Miguel Hernández-Lobato, Glen S. Kwon, Mahdi Soltanolkotabi, Salman Avestimehr, Morteza Rasoulianboroujeni

CoRR, July, 2025

FALCON: An ML Framework for Fully Automated Layout-Constrained Analog Circuit Design.

Asal Mehradfar, Xuzhe Zhao, Yilun Huang, Emir Ceyani, Yankai Yang, Shihao Han, Hamidreza Aghasi, Salman Avestimehr

CoRR, May, 2025

Leveraging Uncertainty Estimation for Efficient LLM Routing.

Tuo Zhang, Asal Mehradfar, Dimitrios Dimitriadis, Salman Avestimehr

CoRR, February, 2025

Supervised Learning for Analog and RF Circuit Design: Benchmarks and Comparative Insights.

Asal Mehradfar, Xuzhe Zhao, Yue Niu, Sara Babakniya, Mahdi Alesheikh, Hamidreza Aghasi, Salman Avestimehr

CoRR, January, 2025

CryptoMamba: Leveraging State Space Models for Accurate Bitcoin Price Prediction.

Mohammad Shahab Sepehri, Asal Mehradfar, Mahdi Soltanolkotabi, Salman Avestimehr

Proceedings of the 2025 IEEE International Conference on Blockchain and Cryptocurrency, 2025

2024

AICircuit: A Multi-Level Dataset and Benchmark for AI-Driven Analog Integrated Circuit Design.

Asal Mehradfar, Xuzhe Zhao, Yue Niu, Sara Babakniya, Mahdi Alesheikh, Hamidreza Aghasi, Salman Avestimehr

CoRR, 2024