Timetable

Every tutorial and workshop will be scheduled to September 16 until the noon on September 18.

The main conference of eScience 2024 will start from the afternoon on September 18 until September 20.

This program is tentative and subject to change.

Co-located Event Tutorial Workshop Main Conference
09:00 Modern accelerated programming
Room: Life Hall
WfCommons - a framework for enabling scientific workflow research and development
Room: 501
Impact from eScience
Room: 601
Application Patterns
Room: 502
Expanding Horizons of Data Science
Room: 503
09:30
10:00
10:30 BREAK
11:00 Modern accelerated programming
Room: Life Hall
WfCommons - a framework for enabling scientific workflow research and development
Room: 501
Impact from eScience
Room: 601
Application Patterns
Room: 502
Expanding Horizons of Data Science
Room: 503
11:30
12:00
12:30 LUNCH
13:00
13:30
14:00 Keynote by Beth Plale
AI research in eScience and eScience Infrastructure for AI: Proceed with Deliberation


Room: Life Hall Session Chair: Tanu Malik
14:30
15:00
15:30 BREAK
16:00 Session: AI/ML in eScience
Room: Science Hall Session Chair: Adam Belloum
  • Multi-Level AI-Driven Analysis of Software Repository Similarities
    Honglin Zhang, Leyu Zhang, Lei Fang and Rosa Filgueira
  • Enhancing Autonomous Intrusion Detection System with Generative Adversarial Networks
    Kevin Kostage, David West, Tim Meinert, Chengyi Qu, Prasad Calyam and Luca Mazzola
  • Morbius: Motif Discovery Hardware Acceleration via Gibbs Sampling
    Se-Min Lim, Esmerald Aliaj and Sang-Woo Jun
Session: Applications of AI/ML in eScience I
Room: Life Hall Session Chair: Ilkay Altinas
  • AstroMAE: Redshift Prediction Using a Masked Autoencoder with a Novel Fine-Tuning Architecture
    Geoffrey C. Fox and Amirreza Dolatpour Fathkouhi
  • AI in Space for Scientific Missions: Strategies for Minimizing Neural-Network Model Upload
    Jonah Ekelund, Ricardo Vinuesa, Yuri Khotyaintsev, Pierre Henri, Gian Luca Delzanno and Stefano Markidis
  • There is Strength in Numbers: A Comprehensive Study of Machine Learning Algorithms for Sex Identification on Animal Bone Remains
    Nadine-Sarah Schüler, Ptolemaios Dimitrios Paxinos, Jing Yuan, Maximilian von Zastrow, Joris Peters and Peer Kröger
16:30
17:00
17:30 BREAK
18:00 Poster Reception & Welcome Reception
Room: Senri Room
18:30
19:00
19:30
20:00

Co-located Event Tutorial Workshop Main Conference
09:00 Keynote by Jacqueline Le Moigne
NASA Earth System Digital Twins: Technology and Prototypes


Room: Life Hall & Virtual Session Chair: Tanu Malik
09:30
10:00
10:30 BREAK
11:00 Best Paper (BP) Session
Room: Life Hall Session Chair: Ulf Leser
  • Deriva-ML: A Continuous FAIRness Approach to Reproducible Machine Learning Models
    Zhiwei Li, Carl Kesselman, Mike D'Arcy, Michael Pazzani and Benjamin Xu
  • Advancing frances: New Heritage Textual Ontology, Enhanced Knowledge Graphs, and Refined Search Capabilities
    Lilin Yu, Ash Charlton, Melissa Terras and Rosa Filgueira
  • TaPS: A Performance Evaluation Suite for Task-based Execution Frameworks
    J. Gregory Pauloski, Valerie Hayot-Sasson, Maxime Gonthier, Nathaniel Hudson, Haochen Pan, Sicheng Zhou, Ian Foster and Kyle Chard
11:30
12:00
12:30 LUNCH
13:00
13:30
14:00 Keynote by Ewa Deelman
Artificial Intelligence and the Scientific Lifecycle


Room: Life Hall Session Chair: David Abramson
14:30
15:00
15:30 BREAK
16:00 Session: Scientific Workflows
Room: 501 + 502 Session Chair: Daniel S. Katz
  • Dynamic Tracking, MLOps, and Workflow Integration: Enabling Transparent Reproducibility in Machine Learning
    Hamza Safri, George Papadimitriou and Ewa Deelman
  • Ponder: Online Prediction of Task Memory Requirements for Scientific Workflows
    Fabian Lehmann, Jonathan Bader, Ninon De Mecquenem, Xing Wang, Vasilis Bountris, Florian Friederici, Ulf Leser and Lauritz Thamsen
  • CuttleFlow: Infrastructure-Specific Workflow Adaption for Improved Reusability
    Ninon De Mecquenem, Simon Bosse, Vasilis Bountris, Somayeh Mohammadi, Knut Reinert and Ulf Leser
Session: Performance Evaluation in eScience Systems
Room: Science Hall Session Chair: Fred Suter
  • Evaluating Active-learning Based Performance Prediction of Parallel Applications
    Shivam Aggarwal and Preeti Malakar
  • An Empirical Investigation of Container Building Strategies and Warm Times to Reduce Cold Starts in Scientific Computing Serverless Functions
    André Bauer, Maxime Gonthier, Ryan Chard, Haochen Pan, Daniel Grzenda, Martin Straesser, J. Gregory Pauloski, Alok Kamatar, Matthew E. Baughman, Nathaniel Hudson, Ian Foster and Kyle Chard
  • CHARM-SYCL & IRIS: A Toolchain for Performance Portability on Extremely Heterogeneous Systems
    Norihisa Fujita, Beau Johnston, Narasinga Rao Miniskar, Ryohei Kobayashi, Mohammad Alaul Haque Monil, Keita Teranishi, Seyong Lee, Jeffrey S. Vetter and Taisuke Boku
Session: Applications of AI/ML in eScience II
Room: Life Hall Session Chair: Jose Fortes
  • Patra ModelCards: AI/ML Accountability in the Edge-Cloud Continuum
    Sachith Withana and Beth Plale
  • Autonomous Electrochemistry Platform with Real-Time Normality Testing of Voltammetry Measurements Using ML
    Anees Al-Najjar, Nageswara Rao, Craig Bridges, Sheng Dai and Alex Walters
  • Predicting Gas in 3D Dark Matter N-body Simulations with Convolutional Neural Networks
    Miguel Conceição, Alberto Krone Martins and Antonio da Silva
16:30
17:00
17:30
17:45
18:00
18:30 Conference Dinner (18:15 - 21:30)
at Senri Hankyu Hotel
19:00
19:30
20:00
20:30
21:00
Co-located Event Tutorial Workshop Main Conference
09:00 Keynote by Mitsuhisa Sato
JHPC quantum project for Quantum-HPC hybrid computing platform


Room: Science Hall Session Chair: Susumu Date
09:30
10:00
10:30 BREAK
11:00 Session: Data Management in eScience
Room: Science Hall Session Chair: David Abramson
  • A Personalized AI Assistant For Intuition-Driven Visual Explorations
    James Hammer, Tanner Hobson, David Pugmire, Scott Klasky, Ken Moreland and Jian Huang
  • A General Framework for Error-controlled Unstructured Scientific Data Compression
    Qian Gong, Zhe Wang, Viktor Reshniak, Xin Liang, Jieyang Chen, Qing Liu, Tushar Athawale, Yi Ju, Anand Rangarajan, Sanjay Ranka, Scott Klasky and Rick Archibald
  • Griffin: Fast Transactional Database Index with Hash and B+-Tree
    Sho Nakazono, Yutaro Bessho, Hideyuki Kawashima and Tatsuhiro Nakamori
Session: Applications of AI/ML in eScience III
Room: 501 + 502 Session Chair: Arata Endo
  • Toward Reliable Biodiversity Information Extraction From LLMs
    Michael Elliott and Jose Fortes
  • A Performance Comparison of Convolutional Neural Networks and Transformer-Based Models for Classification of the Spread of Bushfires
    Richard Sinnott and Chaojun Tang
  • Predicting Alzheimer’s Disease and Mild Cognitive Impairment with Off-line and On-line House Drawing Tests
    Nina Hosseini-Kivanani, Elena Salobrar-García, Lorena Elvira-Hurtado, Inés López-Cuenca, Rosa de Hoz, José M. Ramírez, Pedro Gil, Mario Salas, Christoph Schommer and Luis A. Leiva
11:30
12:00
12:30 LUNCH
13:00
13:30
14:00 Session: Continuum Computing
Room: Science Hall Session Chair: Jason Haga
  • MTP: A Cloud-based Real-time Mobile Tele-medicine Platform - Systems Paper
    Glenn Tesla Jayaputera and Richard Sinnott
  • Streamlined Edge Computing for Fire Science and Management using WIFIRE Edge
    Ilkay Altintas, Shweta Purawat, Ismael Perez, Jenny Lee, Melissa Floca, Jessica Block, Josh Breslow and Daniel Crawl
  • FaaSr: Cross-Platform Function-as-a-Service Serverless Scientific Workflows in R
    Sungjae Park, R. Quinn Thomas, Cayelan C. Carey, Austin D. Delany, Yun-Jung Ku, Mary E. Lofton and Renato J. Figueiredo
Session: Reproducibility and Replicability
Room: 501 + 502 Session Chair: Preety Malakar
  • Generative AI for research data processing: Lessons learnt from three use cases
    Modhurita Mitra, Martine de Vos and Dawa Ometto
  • Reproducibility in Machine Learning Research in Information Retrieval
    Moritz Staudinger, Bettina M. J. Kern, Tomasz Miksa, Lukas Arnhold, Peter Knees, Andreas Rauber and Allan Hanbury
  • Reproducibility in Named Entity Recognition: A Case Study Analysis
    Carlos Cuevas Villarmin, Sarah Cohen-Boulakia and Nona Naderi
14:30
15:00
15:30 BREAK