GitHub

mixed-integer-nonlinear-programming

Aim to minimize the combined fixed and transportation costs by deciding which of five plants to keep open or what have to close.
C&EN

Mixed-Integer Linear Programming Formulation with Embedded Machine Learning Surrogates for the Design of Chemical Process Families

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. There is a need for design strategies that can support rapid and widespread deployment ...
IEEE

Advanced Nonlinear Optimization Techniques in SWIPT: A Review

Abstract: With an emphasis on nonlinear models for energy harvesting (EH), this article examines nonlinear approaches in advanced optimization for simultaneous wireless information and power transfer ...
C&EN

CNN-LSTM-Based Nonlinear Model Predictive Controller for Temperature Trajectory Tracking in a Batch Reactor

Creative Commons (CC): This is a Creative Commons license. Attribution (BY): Credit must be given to the creator. Batch reactors are type of chemical reactors, where the reactants are loaded to ...
Frontiers

Dynamical analysis and soliton solutions of a variety of quantum nonlinear Zakharov–Kuznetsov models via three analytical techniques

Many naturally occurring phenomena in various areas of science and engineering, like plasma, acoustics, chemistry, biology, and many others, are expressed in the form of fractional nonlinear partial ...
marktechpost

Understanding and Reducing Nonlinear Errors in Sparse Autoencoders: Limitations, Scaling Behavior, and Predictive Techniques

Sparse autoencoders (SAEs) are an emerging method for breaking down language model activations into linear, interpretable features. However, they fail to fully explain model behavior, leaving “dark ...
Frontiers

Nonlinear amplitude versus angle inversion using hybrid quantum ant colony optimization and the exact Zoeppritz equation

PetroChina Research Institute of Petroleum Exploration and Development, Beijing, China Prestack amplitude versus offset (AVO) inversion is an essential tool to estimate elastic properties.
Purdue University

CSE Core Courses

To fulfill the 2 Core Courses, take two Core Courses from two different Core Areas. CSE Core Courses are classified into six areas: Introduction to CSE, Computational Mathematics, High Performance ...