Academic Articles & Research Papers

Machine learning for quantum matter

Quantum matter, the research field studying phases of matter whose properties are intrinsically quantum mechanical, draws from areas as diverse as hard condensed matter physics, materials science, statistical mechanics, quantum information,...

Interactive machine learning

Perceptual user interfaces (PUIs) are an important part of ubiquitous computing. Creating such interfaces is difficult because of the image and signal processing knowledge required for creating classifiers. We propose an interactive machine...

Machine learning and complex biological data

Machine learning has demonstrated potential in analyzing large, complex biological data. In practice, however, biological information is required in addition to machine learning for successful application....

Machine Learning : The New AI

A concise overview of machine learning -- computer programs that learn from data -- which underlies applications that include recommendation systems, face recognition, and driverless cars....

Machine Learning—Basics

Taking our AI discussion further from Chapter 3, we will discuss here further a special type of artificial intelligence called machine learning....

Applications of machine learning in drug discovery and development

Proceedings of the 24th international conference on Machine learning

This volume contains the papers accepted to the 24th International Conference on Machine Learning (ICML 2007), which was held at Oregon State University in Corvalis, Oregon, from June 20th to 24th, 2007. ICML is the annual conference of the...

Physics-Informed Machine Learning

Data-driven discovery is revolutionizing how we model, predict, and control complex systems. Now with Python and MATLAB®, this textbook trains mathematical scientists and engineers for the next generation of scientific discovery by offering...

Mechanisms of the interaction between aging of the male reproductive system and obesity, and clinical management strategies (Review).

A false sense of hypoxia: Pro‑tumorigenic VHL‑HIF2α dysregulation in clear cell renal cell carcinoma (Review).

Diffusion MRI processing in the HEALthy Brain and Child Development study: Innovations and applications.

Protocol for Neuro-MINE: A machine learning pipeline for time-series neural response data analysis.

Protocol for dynamic eye-brain imaging by integrating an eye-tracking system with magnetic resonance imaging.

KmerSignificance score: A discriminative and biologically informed framework for viral k-mer prioritization.

Ultrasonic assisted deep eutectic solvents extraction of flavonoids from arils of Torreya grandis: RSM-ANN-GA optimization, extraction mechanism and bioactivities.

Population pharmacokinetic model-based determination of enrofloxacin susceptibility breakpoints and dosing regimens for Salmonella in chickens.

Synergistic ultrasound- and vortex-assisted extraction of lobetyolin from Codonopsis tangshen using a supramolecular ternary deep eutectic solvent: yield optimization and antioxidant activity evaluation.

Development of a Transfer Learning Technique for Rapid Adaptation of Thermal Compensation Models to Long-Term Machine Thermal Behavior Changes

Structural aging and environmental changes associated with long-term operation can substantially modify the thermal behavior of machine tools, diminishing the accuracy of existing thermal compensation models. Traditional neural network appr...

Integrating InVEST and machine learning to model mangrove habitat degradation trend in in Northern Persian Gulf, Iran

Abstract The expansion of human activities and environmental changes in coastal desert and semi-desert ecosystems significantly impact habitat quality. This study used remote sensing data on the Google Earth Engine (GEE) platform to generat...

Towards a physics informed digital twin to predict cerebral blood flow and cerebral vascular regulation

Abstract Cerebral blood flow is essential for brain function and is governed by cerebral perfusion pressure and physiological mechanisms collectively referred to as cerebral vascular regulation (CVR). Direct measurement of cerebral blood fl...