| 
   Monday, September 20 
   | 
 
 
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   Eastern 
   | 
  
   UTC 
   | 
  
   Title 
   | 
  
   Speaker 
   | 
 
 
  | 
   9:00 
   | 
  
   13:00 
   | 
  
   Welcome Address 
   | 
  
   Lavanya Marla (Symposium Technical Chair) 
    
  Lauri Garrow (AGIFORS President) 
   | 
 
 
  | 
   9:10 
   | 
  
   13:10 
   | 
  
   Revenue management forecasting in times of change: Lessons learned from
  a year into the pandemic 
   | 
  
   Michael Wittman / Thomas Fiig (Amadeus) 
   | 
 
 
  | 
   9:35 
   | 
  
   13:35 
   | 
  
   Demand Shock Detection in Airline Revenue Management 
   | 
  
   Michael Wittman / Thomas Fiig (Amadeus) 
   | 
 
 
  | 
   10:00 
   | 
  
   14:00 
   | 
  
   FLAI: Reinforcement Learning Virtual Platform for Travel 
   | 
  
   Naman Shukla /
  Kartik Yellepeddi (Deepair Solutions) 
  Arinbjorn Kolbeinsson / Benedikt Kolbeinsson (Imperial
  College) 
   | 
 
 
  | 
   10:25 
   | 
  
   14:25 
   | 
  
   Airlines Innovations Soar during COVID-19 Recovery - Summary from
  Study Groups 
   | 
  
   Laurie Garrow (Georgia Institute of Technology) 
  Virginie Lurkin (University of Lausanne) 
  Lavanya Marla (University of Illinois at Urbana-Champaign) 
   | 
 
 
  | 
   10:50 
   | 
  
   14:50 
   | 
  
   Break 
   | 
  
     
   | 
 
 
  | 
   11:05 
   | 
  
   15:05 
   | 
  
   Optimizing flight and truck network for cargo at American Airlines 
   | 
  
   Ravi Suman
  (American Airlines), Ronald Chu (American Airlines), Na Deng (American
  Airlines), Cumhur Gelogullari (American Airlines) 
   | 
 
 
  | 
   11:30 
   | 
  
   15:30 
   | 
  
   Enhancing day-ahead airline planning with data-driven flight delay
  predictions 
   | 
  
   Sebastian Birolini (University of
  Bergamo) 
  Alexandre Jacquillat / Stephanie Franklin / Gabrielle
  Rappaport (MIT Sloan School of Management) 
   | 
 
 
  | 
   11:55 
   | 
  
   15:55 
   | 
  
   Sponsor presentation - Zulu Airline Systems 
   | 
  
     
   | 
 
 
  | 
   12:20 
   | 
  
   16:20 
   | 
  
   End 
   | 
  
     
   | 
 
 
  | 
   Tuesday, September 21 
   | 
 
 
  | 
   Eastern 
   | 
  
   UTC 
   | 
  
   Title/Speaker 
   | 
 
 
  | 
   9:00 
   | 
  
   13:00 
   | 
  
   Participants log in and welcome 
   | 
 
 
  | 
   9:05 
   | 
  
   13:05 
   | 
  
   Sponsor presentation - SlickOR 
   | 
 
 
  | 
   9:30 
   | 
  
   13:30 
   | 
  
   Anna Valicek Award Finalists 
   | 
 
 
  | 
     
   | 
  
     
   | 
  
   Ingeborg de Pater, Delft University of Technology, The Netherlands:
  "Predictive maintenance for multi-component systems of repairables with Remaining-Useful-Life prognostics
  and a limited stock of spare components" 
   | 
 
 
  | 
     
   | 
  
     
   | 
  
   Greta Laage, IVADO Labs & Ecole
  Polytechnique de Montreal, Quebec, Canada: 
  "Assessing the Impact: Does an Improvement to a Revenue
  Management System Lead to an Improved Revenue?" 
   | 
 
 
  | 
   11:30 
   | 
  
   15:30 
   | 
  
   BREAK 
   | 
 
 
  | 
   11:45 
   | 
  
   15:45 
   | 
  
   Sponsor presentation - Cirium 
   | 
 
 
  | 
   12:10 
   | 
  
   16:10 
   | 
  
   Ken Wang Award Finalists 
   | 
 
 
  | 
     
   | 
  
     
   | 
  
   Kevin Wang (Massachusetts Institute of Technology) 
   | 
 
 
  | 
     
   | 
  
     
   | 
  
   Dhandabani Srinivasan (Indian Institute of Technology Madras) 
   | 
 
 
  | 
   13:00 
   | 
  
   17:00 
   | 
  
   End 
   | 
 
 
  | 
   Wednesday, September 22 
   | 
 
 
  | 
   Eastern 
   | 
  
   UTC 
   | 
  
   Title 
   | 
  
   Speaker 
   | 
  
     
   | 
 
 
  | 
   9:00 
   | 
  
   13:00 
   | 
  
   Participants log in and welcome 
   | 
  
     
   | 
  
     
   | 
 
 
  | 
   9:05 
   | 
  
   13:05 
   | 
  
   Estimation of price elasticities on passenger itinerary choice
  situations 
   | 
  
   Rodrigo Acuna-Agost / Eoin Thomas
  / Alix Lheritier (Amadeus) 
   | 
  
     
   | 
 
 
  | 
   9:30 
   | 
  
   13:30 
   | 
  
   Dealing with distribution shifts in customer choice due to COVID-19 
   | 
  
   Abhinav Garg / Lavanya Marla (University of Illinois at
  Urbana-Champaign) 
  Sriram Somanchi (University of
  Notre Dame) 
   | 
  
     
   | 
 
 
  | 
   9:55 
   | 
  
   13:45 
   | 
  
   Crystal Ball 2.0 for passenger demand: Leveraging AI to power the
  calibration workflow 
   | 
  
   Caroline
  Dietrich / Peter Wilson (Air Canada) 
  Neda Etabarialamdari (Ivado Labs) 
   | 
  
     
   | 
 
 
  | 
   10:20 
   | 
  
   14:20 
   | 
  
   Sponsor presentation - Passur Aerospace 
   | 
  
     
   | 
  
     
   | 
 
 
  | 
   10:45 
   | 
  
   14:45 
   | 
  
   Break 
   | 
  
     
   | 
  
     
   | 
 
 
  | 
   11:00 
   | 
  
   15:00 
   | 
  
   Airline Recovery using Machine Learning and Optimization 
   | 
  
   Ahmet Esat Hizir /
  Cynthia Barnhart (Massachusetts Institute of Technology) 
  Vikrant Vaze (Dartmouth College) 
   | 
  
     
   | 
 
 
  | 
   11:25 
   | 
  
   15:25 
   | 
  
   Mission success and survivability in Flight Planning 
   | 
  
   Fanruiqi Zeng (Georgia Institute of Technology) 
  John-Paul Clarke (University of Texas at Austin) 
   | 
  
     
   | 
 
 
  | 
   11:50 
   | 
  
   15:50 
   | 
  
   Multi-Modal Economic Analysis of COVID-19 Pandemic Exogenous Shock to
  Domestic Commercial Aviation 
   | 
  
   Max Litvack-Winkler / Jacob
  Wishart / David Pace / Seamus McGovern (USDOT Volpe Center) 
   | 
  
     
   | 
 
 
  | 
   12:25 
   | 
  
   16:25 
   | 
  
   Identification and Prediction of Disruptions in Airline Networks 
   | 
  
   Xiyitao Zhu / Aritro Nandi / Lavanya
  Marla (University of Illinois at Urbana-Champaign) 
  Max Z. Li / Karthik Gopalakrishnan / Hamsa Balakrishnan
  (Massachusetts Institute of Technology) 
   | 
  
     
   | 
 
 
  | 
   12:50 
   | 
  
   16:50 
   | 
  
   Anna Valicek Award 
  Announcement and Presentation 
   | 
  
     
   | 
  
     
   | 
 
 
  | 
   13:00 
   | 
  
   17:00 
   | 
  
   End 
   | 
  
     
   | 
  
     
   | 
 
 
  | 
   Thursday, September 23 
   | 
 
 
  | 
   Eastern 
   | 
  
   UTC 
   | 
  
   Title 
   | 
  
   Speaker 
   | 
 
 
  | 
   9:00 
   | 
  
   13:00 
   | 
  
   Participants log in and welcome 
   | 
  
     
   | 
 
 
  | 
   9:05 
   | 
  
   13:05 
   | 
  
   Sponsor Presentation - Rosterize 
   | 
  
     
   | 
 
 
  | 
   9:30 
   | 
  
   13:30 
   | 
  
   The adjustment of Littlewood's Rule formula to reflect airlines risk
  aversion in crisis conditions 
   | 
  
   Yassine El charkaoui, (IATA employee,
  but in a private capacity) 
   | 
 
 
  | 
   9:55 
   | 
  
   13:55 
   | 
  
   Know your worth: valuing new pricing policies with reinforcement
  learning 
   | 
  
   Jon Ham (Flyr Labs) 
   | 
 
 
  | 
   10:20 
   | 
  
   14:20 
   | 
  
   The fundamental weak point of quantum computers 
   | 
  
   Maxim Andreyev / Dr. Alexey Tarasov (Rosterize) 
   | 
 
 
  | 
   10:45 
   | 
  
   14:45 
   | 
  
   AGIFORS Annual Business Meeting 
   | 
  
     
   | 
 
 
  | 
   10:55 
   | 
  
   14:55 
   | 
  
   Closure of the Annual Symposium 
   | 
  
   Lavanya Marla (University of Illinois at Urbana-Champaign) 
  Laurie Garrow (Georgia Institute of Technology) 
   | 
 
 
  | 
   11:00 
   | 
  
   15:00 
   | 
  
   End 
   | 
  
     
   |