Digital Futures Open Research Days on April 20-21, 2023

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PROGRAM

08:30-09:00  Registration & Coffee (Digital Futures hub, floor 2)

09:00-09:15  Welcome and Introduction, Karl H Johansson, Director Digital Futures

09:15-10:05  Transforming Education

• Session chair: Thashmee Karunaratne, Stockholm University
  • SWE-QUEST: Swedish Question Generation for Assessing Reading Comprehension (Johan Boye) – 10 min
  • Semi-automated math tutoring (Olov Engwall) – 10 min
  • Digitalisation and Educational Transformation: Empowering Students and Teachers with Cognitive Disabilities (Masood Rangraz) – 10 min
  • Platform for Smart People: Understanding Inclusion Challenges to Design and Develop an Independent Living Platform in a smart Society for and with people with autism (Thomas Westin) – 10 min
  • Q&A – 10 min

10:10-10:55  Social AI (lightning talks followed by breakout session)

• Session chair: Hedvig Kjellström
  • Humanizing the Sustainable Smart City – HiSS (Hedvig Kjellström) – 3 min
  • Using Neuroimaging Data for Exploring Conversational Engagement in Human-Robot Interaction (Ekaterina Torubarova) – 3 min
  • Artificial Actors: Directable digital humans based on psychological models of relational reasoning (Simon Alexanderson) – 3 min
  • Layering Trust in Intimate Digital Health Technologies (Madeline Balaam) – 3 min
• Breakout session 10:25-10:55 (2×15 min / changing session)
  • Station #1:
    1. HiSS Human-social behavior, digitalization, and impact on cyber-physical systems (Angela Fontan and Vladimir Cvetkovic)
    2. HiSS Human behavior and social interactions in complex environments: the case study of the KTH Live-In Lab (Mahsa Farjadnia and Angela Fontan)
  • Station #2:
    1. HiSS Not Designing for Resource Man – An Intersectional Perspective on Smart Technology (Loove Broms and Karin Ehrnberger)
    2. Using Neuroimaging Data for Exploring Conversational Engagement in Human-Robot Interaction (Ekaterina Torubarova)
  • Station #3:
    1. Artificial Actors: Directable digital humans based on psychological models of relational reasoning (Simon Alexanderson)
    2. Layering Trust in Intimate Digital Health Technologies (Madeline Balaam)      

10:55-11:10  COFFEE BREAK (Digital Futures hub, floor 2)

11:10-12:00 Presentation of New Partners, Industrial & Societal Innovation Projects and Panel Discussion

• Introduction by Mikael Lindström, KTH Deputy President
• Panel discussion on digital advancement led by Mikael Lindström
  • Petter Bedoire – CTO at Saab, Anders Bergman – Digital Business Transformation Lead at AstraZeneca and Ulf Carlsson – Innovation & Predevelopment Manager at Xylem
  • Karin Ekdahl Wästberg – Chief Innovation Officer at the City of Stockholm, and Magnus Frodigh – Vice President and Head of Ericsson Research
• Partner project teasers
• PARTNER PHOTO SESSION at Digital Futures hub

12:00-13:00 LUNCH and Industrial & Societal Innovation Projects Digital Poster Session (Digital Futures hub, floor 2)

• Digital Poster Session appr. 12:15-12:45 (2×15 min / changing session)
  • Station #1:
    1. Towards Safe Smart Construction: Algorithms, Digital Twins and Infrastructures (James Gross & Ulf Håkansson)
    2. Deep Camera-Based Movement Analysis for Remote Rehabilitation and Physical Therapy (Elena Gutierrez Farewik)
  • Station #2:
    1. System support for online rehabilitation of Covid-19 patients (Erik Perjons)
    2. PERCy – Perceptive Dependable Cellular Networks for Road Transport (Martin Törngren)
  • Station #3:
    1. Sensoring Safety Perception in Kista (Jonatan Abraham)
    2. Explainable Machine Learning for Development of Early Warning Systems – EMERDENSY (Saikat Chatterjee)
  • Station #4:
    1. Data-driven improvement of work-flows at the Karolinska University Hospital (Jayanth Raghothama & Adam Darwich)
    2. GEO-based Multi-layer Environmental Modelling of Urban TRaffIC (Romain Rumpler)
  • Station #5:
    1. New Chip Architectures for Industrial Vision (Ahmed Hemani)
    2. Smart Predictive Maintenance for Pharmaceutical – SMART (Mario Romero)

13:00-13:45  Digitalized Medicine (lightning talks followed by breakout session)

• Session chair: Jeanette Hällgren Kotaleski
  • Digitizing Brain Data for Health and Disease – dBRAIN (Jeanette Hällgren Kotaleski) – 5 min
  • Digital twins of human neuromusculoskeletal system: A new paradigm of personalized medicine in neuro-rehabilitation (Frederico Belmonte Klein) – 3 min
  • Characterization of the mechanical tissue properties of the brain in the developing brain with magnetic resonance elastography (Rodrigo Moreno) – 3 min
  • Data-driven cardiovascular assist devices (Emanuele Perra) – 2 min
  • Spatiotemporal reconstruction with learned deformations for earlier cancer detection via PET imaging (Massimiliano Colarieti Tosti OR Ozan Öktem) – 2 min
• Breakout session 13:15-13:45 (2×15 min / changing session)
  • Station #1:
    1. dBrain “Maths of diseases” Network model and how topology reveals changes (Ilaria Carannante. Barbara Mahler, Wojciech Chachólski)
    2. dBrain Model driven data analysis (Pascal Helson and Gonzalo Uribarri)
  • Station #2:
    1. dBrain AI/ML for data analysis (Erik Fransén) – 10 min
    2. Data-driven cardiovascular assist devices (Emanuele Perra) – 5 min
    3. Spatiotemporal reconstruction with learned deformations for earlier cancer detection via PET imaging (Massimiliano Colarieti Tosti OR Ozan Öktem) – 5 min
  • Station #3:
    1. Digital twins of human neuromusculoskeletal system: A new paradigm of personalized medicine in neuro-rehabilitation (Frederico Belmonte Klein)
    2. Characterization of the mechanical tissue properties of the brain in the developing brain with magnetic resonance elastography (Rodrigo Moreno)

13:50-14:40  Digitalized Health Care (lightning talks followed by breakout session)

• Session chair: Tobias Oechtering
  • Explainable and Ethical Machine Learning for Knowledge Discovery from Medical Data Sources – EXTREMUM (Panagiotis Papapetrou) – 5 min
  • Learning and Sharing under Privacy constraints – DataLEASH (Tobias Oechtering) – 5 min
  • Deep Camera-Based Movement Analysis for Remote Rehabilitation and Physical Therapy (Elena Gutierrez Farewik) – 3 min
  • System support for online rehabilitation of Covid-19 patients (Erik Perjons and Martin Henkel) – 3 min
• Breakout session 14:10-14:40 (2×15 min / changing session)
  • Station #1:
    1. EXTREMUM  Towards explainable AI for healthcare (Panagiotis Papapetrou)
    2. EXTREMUM Explaining the ROCKET time series classifier with feature importance (Rami Mochaourab)              
  • Station #2:
    1. EXTREMUM Counterfactual explanations for healthcare data (Zhendong Wang)
  • Station #3:
    1. DataLEASH Bridge the gap between law & tech in privacy (Tobias Oechtering)
    2. DataLEASH Pointwise maximal leakage: An operationally meaningful privacy measure (Sara Saeidian)
  • Station #4:
    1. DataLEASH Component attention network for multimodal human motion classification (Jia Fu)
    2. DataLEASH Automatically De-Identified Training Data — Privacy-Preserving Machine Learning Without Sacrificing Performance (Thomas Vakili)
  • Station #5:
    1. Deep Camera-Based Movement Analysis for Remote Rehabilitation and Physical Therapy (Elena Gutierrez Farewik)
    2. System support for online rehabilitation of Covid-19 patients (Erik Perjons and Martin Henkel)

14:40-14:55  COFFEE BREAK (Digital Futures hub, floor 2)

14:55-15:40  AI for Biology (lightning talks followed by breakout session)

• Session chair: David Broman
  • Data-Limited Learning of Complex Dynamical Systems (David Broman) – 5 min
  • Robotic Matter (Wouter van der Wijngaart) – 5 min
  • Engineering biodegradable components for packaging digitalization (Erica Zeglio) – 3 min
• Breakout session 15:10-15:40 (2×15 min / changing session)
  • Station #1:
    1. Identifying and modelling bioprocess relevant parameters from *omics data (Meeri Mäkinen and Markella Zacharouli)
    2. Data-driven non-linear state estimation in unsupervised Bayesian setup (Anubhab Ghosh)
  • Station #2:
    1. Parameter estimation in nonlinear stochastic Differential Algebraic Equation models (Robert Marczuk Bereza-Jarocinski)
    2. Partial-Evaluation of Automatic Differentiation in the Context of Differential Algebraic Equations solvers (Oscar Eriksson)
  • Station #3:
    1. Engineering biodegradable components for packaging digitalization (Erica Zeglio)
  • Station #4:
    1. Robotic Matter (Wouter van der Wijngaart)

15:45-16:15  Robots and People (lightning talks followed by breakout session)

• Session chair: Jana Tumová
  • Investigating Sidewalks’ Mobility and Improving it with Robots ISMIR (Michele Simoni) – 2 min
  • Scavenger: Real-time logic-based control for an autonomous scavenger robot (Jana Tumová) – 2 min
  • Mid-sized Seated Haptic Interactions for Autonomous Vehicles (Anna Ståhl) – 3 min
  • Digital Futures Drone Arena (Joseph La Delfa) – 3 min
  • Real-time exoskeleton control for human-in-the-loop optimization (Elena Gutierrez Farewik) – 3 min
• Breakout session 16:00-16:15 (1×15 min / changing session)
  • Station #1:
    1. Mid-sized Seated Haptic Interactions for Autonomous Vehicles (Anna Ståhl)
  • Station #2:
    1. Investigating Sidewalks’ Mobility and Improving it with Robots ISMIR (Michele Simoni) – 5 min
    2. Scavenger: Real-time logic-based control for an autonomous scavenger robot (Jana Tumová) – 5 min
  • Station #3:
    1. Digital Futures Drone Arena (Joseph La Delfa)
  • Station #4:
    1. Real-time exoskeleton control for human-in-the-loop optimization (Elena Gutierrez Farewik)

16:15-16:30  Closing

16:30-17:30  Networking & Mingle (Digital Futures hub, floor 2)

End of Day