A ‘Rosetta Stone’ for Molecular Systems

News / January 8, 2026

Penn Engineers have created a mathematical “Rosetta Stone” that links atomic motion to large-scale behavior like protein folding and ice melting. The new STIV framework could replace costly simulations, helping researchers design smarter materials, medicines, and technologies.

Read More

Cracking the Code of Force-Driven Chemistry

News / July 17, 2025

Unlocking the power of force, Penn engineers have developed a groundbreaking model that helps predict mechanochemical reactions, paving the way for greener manufacturing and more efficient materials.

Read More

Revolutionizing Earth System Forecasting

News / July 10, 2025

Aurora, a new machine learning model developed by Paris Perdikaris and collaborators at Microsoft Research, dramatically improves Earth system forecasting by making predictions faster and more accurate at a fraction of the computational cost.

Read More

Using Disorder to Toughen Materials

News / July 10, 2025

Inspired by structures found in bones and seashells, Penn engineers discovered that discover in a material’s internal structure can increase resistance to cracking.

Read More

Teaching Robots to Build Without Blueprints

News / June 17, 2025

Researchers have developed a method for virtual swarms of robots to autonomously build complex structures through simple, reactive behaviors, offering a potential new paradigm for robust, adaptable manufacturing without a central blueprint.

Read More

Hidden Mechanics of the Human Heart

News / June 16, 2025

Wensi Wu uses computational modeling to create “digital twins” of the human heart, enhancing understanding of heart function and enabling personalized treatments by simulating surgeries, interventions, and patient-specific data.

Read More

Knowing When to Bend or Break

News / May 7, 2025

Ottman Tertuliano and Robert Carpick’s new study explores how graphene, a super-strong material, self-organizes into 3D structures through “auto-kirigami” when subjected to deformation, offering insights for future applications of this unique material.

Read More