FAIR-DI European Conference on Data Intelligence 2024

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Welcome

FAIR-DI Award for data handling in a PhD thesis

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Contributions*

A data format for T-matrices in optics and photonics (in session "Session - click on "Detailed view" on the top right to see all contributions")

A Novel Materials Informatics Platform for Holistic, Fast and Cost-effective Materials Screening (in session "Poster Session")

Accelerating formulation design by understanding the physical properties of complex molecular ensembles (in session "Session - click on "Detailed view" on the top right to see all contributions")

Accelerating MOF Synthesis via AI Integration (in session "Session - click on "Detailed view" on the top right to see all contributions")

Active learning for data-efficient optimisation of materials and processes (in session "Session - click on "Detailed view" on the top right to see all contributions")

Advancing Catalysis Research through Digitalization: The Role of NOMAD in Facilitating Data Management and Analysis (in session "Session - click on "Detailed view" on the top right to see all contributions")

AI accelerated Exploration of Optoelectronic Materials using PVD Methods (in session "Poster Session")

AI-ready materials science data (in session "Session - click on "Detailed view" on the top right to see all contributions")

ALPmat: A platform for accelerating materials design via optimized knowledge exploitation and sample efficiency (in session "Session - click on "Detailed view" on the top right to see all contributions")

An Ontology for Vapor Deposition Implemented as a Data Schema in NOMAD (in session "Session - click on "Detailed view" on the top right to see all contributions")

Auto-generated Materials Databases and Language Models (in session "Session - click on "Detailed view" on the top right to see all contributions")

Automated local solutions for FAIR data in catalysis (in session "Session - click on "Detailed view" on the top right to see all contributions")

Building Knowledge Graphs with the ELN Herbie (in session "Session - click on "Detailed view" on the top right to see all contributions")

Collecting & storing FAIR (meta-)data: An ARPES example (in session "Poster Session")

Correlative characterization and data science in functional materials (in session "Session - click on "Detailed view" on the top right to see all contributions")

Coupling software tools for reproducible data analysis workflows in Atom Probe Tomography (in session "Session - click on "Detailed view" on the top right to see all contributions")

Customisable open-source research data management system for high-throughput experimentation and collaborative projects in materials science (in session "Session - click on "Detailed view" on the top right to see all contributions")

Data Format Standardisation for Low Temperature Scanning Tunneling Microscopy (in session "Poster Session")

Data-driven inverse design of magnetic materials (in session "Session - click on "Detailed view" on the top right to see all contributions")

Database-Driven Discovery of Molecular Catalysts for Efficient Water Electrolysis (in session "Session - click on "Detailed view" on the top right to see all contributions")

Deep learning of optical spectra of semiconductors and insulators (in session "Session - click on "Detailed view" on the top right to see all contributions")

Determination of the rate-limiting steps of hydride absorption/desorption reactions aided by unsupervised machine learning algorithm (in session "Session - click on "Detailed view" on the top right to see all contributions")

Digital twin for a nanophotonic chiral sensing platform (in session "Session - click on "Detailed view" on the top right to see all contributions")

Dynamic multi-fidelity decision-making for self-driving labs (in session "Session - click on "Detailed view" on the top right to see all contributions")

Dynamic multi-fidelity decision-making for self-driving labs (in session "Poster Session")

Enhancing Heterogeneous Catalysis Research: A Comprehensive Database and Analysis Tool for Infrared Spectroscopy (in session "Poster Session")

Evaluation of XPS data: neural network-based approach vs. commonly used fitting procedure (in session "Poster Session")

Examples for Standardization, FAIR Data Analysis Workflows, and Research Data Management for Electron Microscopy and Atom Probe using NOMAD (in session "Poster Session")

Explainable AI enables molecular design (in session "Poster Session")

Exploiting Social Networking Insights for MOF Research: The Black Hole Dataset as a Catalyst for ‎Enhanced ML Applications in Material Science (in session "Poster Session")

FAIR Data Management for Computational Materials Science using NOMAD (in session "Session - click on "Detailed view" on the top right to see all contributions")

FAIR Data Management for Soft Matter Simulations using NOMAD (in session "Poster Session")

FAIR Data Quality Metrics in NOMAD (in session "Poster Session")

FAIR Data Workflow for High-Throughput Combinatorial Exploration of Novel Halide Perovskites (in session "Session - click on "Detailed view" on the top right to see all contributions")

FAIR Management for Astroparticle Physics Data: KCDC Endeavors (in session "Poster Session")

FAIR optical spectroscopy (in session "Poster Session")

FAIR Principles in Practice: The NOMAD Measurement Plugin for Experimental Data (in session "Poster Session")

FAIR Spectroscopy Data in NOMAD: from Theory towards Experiments (in session "Poster Session")

FAIR-compliant data acquisition from experiments with NOMAD CAMELS (in session "Poster Session")

FAIR-DI Award for data handling in a PhD thesis (in session "Session - click on "Detailed view" on the top right to see all contributions")

From Specialist to Generalist Models in AI: The Role of Data and Physics (in session "Session - click on "Detailed view" on the top right to see all contributions")

IN DEEP: INterdisciplinary DatabasE for Explainable Peptide prediction (in session "Session - click on "Detailed view" on the top right to see all contributions")

Integrating analysis and ML applications within digitalized workflows for experimental materials science (in session "Session - click on "Detailed view" on the top right to see all contributions")

Kadi4Mat: Automated Extraction of Structure-Property Linkages using AI (in session "Session - click on "Detailed view" on the top right to see all contributions")

Legal Aspects in Research Data Management (in session "Poster Session")

Leveraging RAG Architecture and Kadi4Mat Integration to Develop an Advanced Research Assistant Chatbot for Scientific Publications (in session "Session - click on "Detailed view" on the top right to see all contributions")

LLMicroscopilot STM: An LLM assistant for scanning tunneling microscopy measurements (in session "Poster Session")

Machine-learning you can trust: interpretability and uncertainty quantification in chemical machine learning (in session "Session - click on "Detailed view" on the top right to see all contributions")

MOFGalaxyNet: Bridging AI Modeling and Social Networking for ‎Predicting Guest Accessibility in Metal-Organic Frameworks (in session "Session - click on "Detailed view" on the top right to see all contributions")

My Own Private GPU Cluster: Greedy AI Folks and a Déjà-vu (in session "Welcome")

New Computational Approaches for Navigating the Deep Chemical Space of Transition Metal Complexes (in session "Session - click on "Detailed view" on the top right to see all contributions")

NFDI4DS Ontology: The NFDI for Data Science Ontology (in session "Session - click on "Detailed view" on the top right to see all contributions")

NOMAD and Electronic Lab Notes: A Synergy for Structured, FAIR Data Management (in session "Poster Session")

OFED@NFFA-DI (in session "Session - click on "Detailed view" on the top right to see all contributions")

Operating complex data analysis workflows in materials science online via a chatbot (in session "Session - click on "Detailed view" on the top right to see all contributions")

PATOF: From the Past To the Future: Legacy Data in Small and Medium-Scale “PUNCH” Experiments - a Blueprint for PUNCH and Other Disciplines (in session "Poster Session")

RDM-desktop - a helper for data management on a PC (in session "Session - click on "Detailed view" on the top right to see all contributions")

RefXAS database: Metadata Fields, Quality Criteria and Data formats (in session "Session - click on "Detailed view" on the top right to see all contributions")

RefXAS database: Technical developments and features (in session "Session - click on "Detailed view" on the top right to see all contributions")

Representation of computational materials and simulation workflows – leveraging ontologies and knowledge graphs (in session "Session - click on "Detailed view" on the top right to see all contributions")

Reviving the Perovskite Solar Cell Database: Creating a Living Database with Large Language Models (in session "Session - click on "Detailed view" on the top right to see all contributions")

Sharing the load - defining responsibilities for common data elements to the appropriate stakeholders in data management (in session "Poster Session")

Standardization and FAIR data pipelines in X-ray photoelectron spectroscopy: a community-driven approach (in session "Poster Session")

Support for NeXus experimental data in NOMAD (in session "Poster Session")

The Data Management Plan - from a burden to a key success factor (in session "Poster Session")

The MSE-KG: Navigating the MatWerk consortium for Materials Science Discoveries (in session "Session - click on "Detailed view" on the top right to see all contributions")

The research data life cycle in experimental solid-state physics: challenges, strategies and solutions (in session "Session - click on "Detailed view" on the top right to see all contributions")

The Role of Data Intelligence in Chemistry Research Data Infrastructures (in session "Session - click on "Detailed view" on the top right to see all contributions")

The status of NeXusFormat implementation in ALBA Synchrotron (in session "Session - click on "Detailed view" on the top right to see all contributions")

tomato: incremental au-tomation for your lab, without the pain! (in session "Session - click on "Detailed view" on the top right to see all contributions")

Towards interoperable materials-science (meta)data: the NOMAD taxonomy of materials properties (in session "Session - click on "Detailed view" on the top right to see all contributions")

Transforming chemistry with transformers (in session "Session - click on "Detailed view" on the top right to see all contributions")

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Events scheduled on*

10/27/24

10/28/24

10/29/24

10/30/24

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