RESEARCH & DISCOVERY
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Selected work

RESEARCH / 2024—NOW

EVA

Systematic benchmarks for a long-context generative foundation model across zero-shot RNA design tasks.

ACCEPTED BY NATURE MACHINE INTELLIGENCE

EVA RNA design illustration
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PhaseFlow

A quantitative framework for mapping and designing biomolecular phase behavior.

SJTU × TSINGHUA · NATURE UNDER REVIEW

PhaseFlow illustration
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UPC

A lightweight, physics-based power system designed to supply a Martian base with 150 kW of continuous power over two Earth years.

UPC SILVER AWARD

Mars electrical power system illustration
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STATEFlow

A first-of-its-kind state-aware model addressing state heterogeneity in single-cell perturbation response prediction.

FIRST AUTHOR