Panagiotis D. Kolokathis, PhD, is Head of Materials Informatics in NovaMechanics, a Cheminformatics and Bioinformatics company that develops AI-powered computational solutions enabling responsible scientific discovery through advanced multiscale modelling, machine learning and predictive analytics. Dr. Kolokathis graduated from the Chemical Engineering School of National Technical University of Athens (NTUA) and he holds a Master's Degree in Quality Management and Technology and a PhD in the field of material science and engineering. Kolokathis' research interests focus on the development of tools hosted in Enalos Cloud Platform that support Safe and Sustainable by Design (SSbD) innovation and FAIR data principles.
OpenTox Virtual Conference 2026
Bridging Product Innovation and Safety Assessment through the Isalos Analytics Platform
Isalos is a no-code desktop analytics platform for predictive analytics, machine learning, AutoML, statistical analysis, and Design of Experiments (DOE) that is available for Windows, macOS, and Linux. Through its workflow environment, Isalos allows to integrate Data Transformation (Normalisation, Data manipulation, Splitting, Variable Selection, etc), optimising products with Design f Experiments, advanced Machine Learning models (Regression, Classification, Clustering, AutoML), Rigorous Statistics and Model Validation and transBusiness Intelligence Dashboards with plots designed for scientific data. Isalos has a friendly and detailed documentation (https://www.docs.isalos.novamechanics.com/) that facilitates its use. During this presentation, we will demonstrate how we can use Isalos for a wide range of case studies (i.e., pharmaceutical, healthcare, water treatment, food, etc) to achieve the product innovation and its safety assessment.