Tech Xplore

Smarter optimization model could cut bridge and building materials by up to 90%

In 2022, global production of construction materials accounted for more than 7% of total carbon emissions. But how many of ...
Interesting Engineering

MIT uses sacrificial bonds to toughen plastics for impact-resistant electronics, tires

Drop the phone on the pavement, and you brace for the sickening sound of cracking plastic. Skidding on a highway can shred your car’s tires, sending microscopic bits of toxic rubber into the air.
IEEE

Solving Multiobjective Combinatorial Optimization via Learning to Improve Method

Abstract: Recently, neural combinatorial optimization (NCO) methods have been prevailing for solving multiobjective combinatorial optimization problems (MOCOPs). Most NCO methods are based on the ...
IEEE

Quantum Optimization Methods for Satellite Mission Planning

Abstract: Satellite mission planning for Earth observation satellites is a combinatorial optimization problem that consists of selecting the optimal subset of imaging requests, subject to constraints, ...
GitHub

Simple Preference Optimization (SimPO)

Given the various inquiries about SimPO, we provide a list of tips to help you reproduce our paper results and achieve better outcomes for running SimPO on your own tasks. Our released Llama3 models ...