Evolving the materials genome: How machine learning is fueling the next generation of materials discovery

C Suh, C Fare, JA Warren… - Annual Review of …, 2020 - annualreviews.org
Machine learning, applied to chemical and materials data, is transforming the field of
materials discovery and design, yet significant work is still required to fully take advantage of …

Operads for complex system design specification, analysis and synthesis

JD Foley, S Breiner… - Proceedings of the …, 2021 - royalsocietypublishing.org
As the complexity and heterogeneity of a system grows, the challenge of specifying,
documenting and synthesizing correct, machine-readable designs increases dramatically …

Category theory framework for variability models with non-functional requirements

DJ Munoz, D Gurov, M Pinto, L Fuentes - International Conference on …, 2021 - Springer
Abstract In Software Product Line (SPL) engineering one uses Variability Models (VMs) as
input to automated reasoners to generate optimal products according to certain Quality …

[PDF][PDF] MM-quecat: A Tool for Unified Querying of Multi-Model Data.

P Koupil, D Crha, I Holubová - EDBT, 2023 - openproceedings.org
The dawn of multi-model data has brought many challenges to most aspects of data
management. In addition, no standards exist focusing on how the models should be …

A unified representation and transformation of multi-model data using category theory

P Koupil, I Holubová - Journal of Big Data, 2022 - Springer
The support for multi-model data has become a standard for most of the existing DBMSs.
However, the step from a conceptual (eg, ER or UML) schema to a logical multi-model …

ESAMP: event-sourced architecture for materials provenance management and application to accelerated materials discovery

MJ Statt, BA Rohr, K Brown, D Guevarra… - Digital …, 2023 - pubs.rsc.org
While the vision of accelerating materials discovery using data driven methods is well-
founded, practical realization has been throttled due to challenges in data generation …

Quality-aware analysis and optimisation of virtual network functions

DJ Munoz, M Pinto, L Fuentes - … of the 26th ACM International Systems …, 2022 - dl.acm.org
The softwarisation and virtualisation of network functionality is the last milestone in the
networking industry. Software-Defined Networks (SDN) and Network Function Virtualization …

Rank-based linkage I: triplet comparisons and oriented simplicial complexes

RWR Darling, W Grilliette, A Logan - arXiv preprint arXiv:2302.02200, 2023 - arxiv.org
Rank-based linkage is a new tool for summarizing a collection $ S $ of objects according to
their relationships. These objects are not mapped to vectors, and``similarity''between objects …

Enriching Laser Powder Bed Fusion Part Data Using Category Theory

Y Qin, SR Narasimharaju, Q Qi, S Lou, W Zeng… - … of Manufacturing and …, 2024 - mdpi.com
Laser powder bed fusion (LPBF) is a promising metal additive manufacturing technology for
producing functional components. However, there are still a lot of obstacles to overcome …

Integrating heterogeneous stream and historical data sources using SQL

J Amará, V Ströele, R Braga… - Journal of Information …, 2022 - journals-sol.sbc.org.br
Applications capable of integrating data from historical and streaming sources can make the
most contextualized and enriched decision-making. However, the complexity of data …