Bia Publications

2026

R. Li, C. He, Y. Huang, E. Zhai, V. K. Sangwan, J. Zou, K. St. Luce, J. Cui, R. Kim, R. Liu, Z. Wang, X. Ling, X. Zhang, M. C. Hersam, Q. Xia, L. Katehi, Y. C. Lin, ​“Electrochromic hyperspectral embedding for ultracompact intelligent vision,” Nature Sensors, 1, 443 (2026).

R. Emmanuele, J.-S. Chen, H. Sai, S. D. Namgung, D. J. Gosztola, Y. Wang, J. Lou, S. I. Stupp, M. C. Hersam, and X. Ma, ​“Efficient second-harmonic generation from molecular monolayers,” ACS Nano, 20, 14627 (2026).

W. Olin-Ammentorp, ​“More than MACs: exploring the role of neuromorphic engineering in the age of LLMs,” Neuromorphic Computing and Engineering, 6, 012002 (2026).

X. Wu, T. Oli, J. H. Qian, V. Taylor, M. C. Hersam, and V. K. Sangwan, An Autotuning-based Optimization Framework for Mixed-kernel SVM Classifications in Science and Engineering, ISC2026 Workshop on AI on HPC: Performance Engineering, Challenges, and Opportunities, June 26, 2026, LNCS, Hamburg, Germany. 

G. Brunetta, V. Sastry, X. Wu, V. Taylor, M. E. Papka, and Z. Lan, Beyond Throughput: Performance and Energy Insights of LLM Inference Across AI Accelerators, the 40^th IEEE International Parallel & Distributed Processing Symposium, May 25-29, 2026, New Orleans, USA.

S. S. Hadke, C. N. Klingler, S. T. Brown, M. Holla, X. Zhuang, L. Li, M. I. B. Utama, S. Diaz-Arauzo, A. Chapagain, S. Li, J. H. Lee, I. M. Raman, V. K. Sangwan, and M. C. Hersam, ​“Printed MoS₂ memristive nanosheet networks for spiking neurons with multi-order complexity,” Nature Nanotechnology, 21, 672 (2026).

W. Olin-Ammentorp, ​“Phase State Space Models: Parallel, Surrogate-Free Training of Spiking Networks,” ACM ICONS ​’26.

J. Weitz, D. Demier, B. Hawks, A. Wang, N. Tran and J. Duarte, ​“Surrogate Neural Architecture Codesign Package (SNAC-Pack),” arXiv: 2605.16138. 

2025

W. Olin-Ammentorp, Enabling physical AI through biological principles (2025).

Ben Hawks, Gregor von Laszewski, Matthew D. Sinclair, Marco Colombo, Shivaram Venkataraman, Rutwik Jain, Yiwei Jiang, Nhan Tran, & Geoffrey Fox. (2025). An MLCommons Scientific Benchmarks Ontology.

S. S. Hadke, V. K. Sangwan, and M. C. Hersam, ​“Low-dimensional nanoelectronic materials for energy-efficient edge computing,” ECS Interface, 34, 59 (2025). doi: 10.1149/2.F13254IF

Gregor von Laszewski, Wesley Brewer, Jeyan Thiyagalingam, Juri Papay, Armstrong Foundjem, Piotr Luszczek, Murali Emani, Shirley V. Moore, Vijay Janapa Reddi, Matthew D. Sinclair, Sebastian Lobentanzer, Sujata Goswami, Benjamin Hawks, Marco Colombo, Nhan Tran, Christine R. Kirkpatrick, Abdulkareem Alsudais, Gregg Barrett, Tianhao Li, Kirsten Morehouse, Shivaram Venkataraman, Rutwik Jain, Kartik Mathur, Victor Lu, Tejinder Singh, Khojasteh Z. Mirza, Kongtao Chen, Sasidhar Kunapuli, Gavin Farrell, Renato Umeton, & Geoffrey C. Fox. (2025). AI Benchmark Democratization and Carpentry.