Publications related to Spatio-Temporal Conceptual Models: Data Structures + Space + Time

Physics-Informed Machine Learning for Modeling and Control of Dynamical Systems

Colin Neil Jones, Roland Schwan, Melanie Nicole Zeilinger, Xuan Truong Nghiem

Physics-informed machine learning (PIML) is a set of methods and tools that systematically integrate machine learning (ML) algorithms with physical constraints and abstract mathematical models developed in scientific and engineering domains. As opposed to ...

IEEE2023

Stochastic Models for Comparison-based Search

Daniyar Chumbalov

In this thesis we study a problem of searching in a space of objects using comparisons. To navigate through the space to the target object

t

, we ask a sequence of questions of the form ``which object

i

or

j

is closer to

t

?'' for which we observe no ...

EPFL2023

Adaptive table placement in NUMA architectures

Anastasia Ailamaki, Iraklis Psaroudakis

Techniques and solutions are provided for performing adaptive database table placement in a non-uniform memory access (NUMA) architecture. The adaptive table placement can occur in response to changing workloads on the NUMA nodes. For example, if a particu ...

2022

Modeling of second-order nonlinear metasurfaces

Olivier Martin, Karim Achouri, Andrei Kiselev

We present a frequency-domain modeling technique for second-order nonlinear metasurfaces. The technique is derived from the generalized sheet transition conditions (GSTCs), which have been so far mostly used for modeling linear metasurfaces. In this work, ...

IOP Publishing Ltd2022

Consolidation of database check constraints

Nikola Obrenovic

Independent modeling of various modules of an information system (IS), and consequently database subschemas, may result in formal or semantic conflicts between the modules being modeled. Such conflicts may cause collisions between the integrated database s ...

2019

IntegrCiTy - D4.4 Report - Implementation of the decision‐support interface with the GIS data base

Luc Girardin

This report presents the implementation of a communication interface to bridge the gap between the semantic 3D city models of the Geographical information system (GIS) database and the scenarios creation environment for decision‐making in the conceptual ph ...

2019

Reconciling Matching Networks of Conceptual Models

Karl Aberer, Quoc Viet Hung Nguyen, Thành Tâm Nguyên, Zoltán Miklós

Conceptual models such as database schemas, ontologies or process models have been established as a means for effective engineering of information systems. Yet, for complex systems, conceptual models are created by a variety of stakeholders, which calls fo ...

2019

Information Production and Social Value for Public Policy: A Conceptual Modeling Perspective

Gianluigi Viscusi

The article investigates the potential role of conceptual modeling for policymaking. It argues that the use of conceptual schemas may provide an effective understanding of public sector information assets, and how they might be used to satisfy the needs of ...

Wiley-Blackwell2016

NoDB: Efficient Query Execution on Raw Data Files

Anastasia Ailamaki, Miguel Sérgio De Oliveira Branco, Ioannis Alagiannis, Renata Borovica-Gajic

As data collections become larger and larger, users are faced with increasing bottlenecks in their data analysis. More data means more time to prepare and to load the data into the database before executing the desired queries. Many applications already av ...

Assoc Computing Machinery2015

Scaling Up Mixed Workloads: A Battle of Data Freshness, Flexibility, and Scheduling

Anastasia Ailamaki, Iraklis Psaroudakis

The common "one size does not fit all" paradigm isolates transactional and analytical workloads into separate, specialized database systems. Operational data is periodically replicated to a data warehouse for analytics. Competitiveness of enterprises today ...

Springer-Verlag Berlin2015

Spatio-Temporal Conceptual Models: Data Structures + Space + Time

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Physics-Informed Machine Learning for Modeling and Control of Dynamical Systems

Stochastic Models for Comparison-based Search

Adaptive table placement in NUMA architectures

Modeling of second-order nonlinear metasurfaces

Consolidation of database check constraints

IntegrCiTy - D4.4 Report - Implementation of the decision‐support interface with the GIS data base

Reconciling Matching Networks of Conceptual Models

Information Production and Social Value for Public Policy: A Conceptual Modeling Perspective

NoDB: Efficient Query Execution on Raw Data Files

Scaling Up Mixed Workloads: A Battle of Data Freshness, Flexibility, and Scheduling

IntegrCiTy - D4.4 Report - Implementation of the decision‐support interface with the GIS data base

Consolidation of database check constraints

NoDB: Efficient Query Execution on Raw Data Files

Adaptive table placement in NUMA architectures

Modeling of second-order nonlinear metasurfaces

Physics-Informed Machine Learning for Modeling and Control of Dynamical Systems

Reconciling Matching Networks of Conceptual Models

Information Production and Social Value for Public Policy: A Conceptual Modeling Perspective

Scaling Up Mixed Workloads: A Battle of Data Freshness, Flexibility, and Scheduling

Stochastic Models for Comparison-based Search