NAECON2021_FinalProgram_08162021-v2

Agenda IEEE NATIONAL AEROSPACE & ELECTRONICS CONFERENCE (NAECON 2021) August 16 – 19, 2021 Detailed Agenda Day – Tutorials-Monday, August 16, 2021 1:00-5:00 PM Time 1:00 PM - 5:00 PM Event Quantum Computing- Tutorial presented by AFIT faculty Chair: Dr Robert Ewing Day – Tuesday, August 17, 2021 Time 8:50 AM - 9:00 AM 9:00 AM - 9:40 AM Event Opening Remarks (NAECON Committee) Chair: Charles Cerny, AFRL Sensors Directorate Keynote I: “Future of Autonomy”, Dr Jean-Charles (JC) Lede, Air Force Autonomy Lead _ 9:45 AM - 11:00 AM Aerospace Power Systems and Power Electronics (Chairs: Roshan Kini, Pacific Northwest National Laboratory, Bang Tsao, University of Dayton Research Institute, and Dong Cao, University of Dayton) 9:45 AM - 10:15 AM Time scale analysis for the controller design of microgrids Professor Luis Herrera, University at Buffalo (Invited) 10:15 AM - 10:30 AM Integration of Hf08Zr02O2 based Negative Capacitance Dielectrics on ßGa2O3 Substrates Presenter: 1st Lt Guillermo Salcedo - USAF AFIT Author: Dr Ahmad Islam - USAF AFRL 10:30 AM - 10:45 AM Safe and LowCost Lithium Ion Battery Management System Developed for Aircraft Applications Presenter: Anthony Frierson - University of Dayton Research Institute 11:45 AM - 11:00 AM Efficiency Measuring Apparatus and Equalizer Design Tools for Lithium Ion Batteries Presenter: Ms Ngalula Mubenga - The University of Toledo 9:45 AM – 10:45 AM Autonomous Systems I (Chairs: Todd Jenkins, AFRL, Chris Stewart, Ohio State University) 9:45 AM - 10:00 AM A Distributed Platform for Flight Dynamics Simulation of Unmanned Aerial Vehicles Presenter: Dr Zhenhua Jiang - University of Dayton Research Institute Author: Mr Ashish Parimi - University of Dayton 10:00 AM - 10:15 AM Collision Avoidance of Unmanned Aerial Vehicles in an Urban Environment Presenter: Mr Daegyun Choi - University of Cincinnati Authors: Dr Donghoon Kim - University of Cincinnati, Dr Kyuman Lee - Kyungpook National University 10:15 AM - 10:30 AM Decentralized Collision Avoidance via Fuzzy Potential Fields Presenter: Mr Anirudh Chhabra - University of Cincinnati Authors: Mr Daegyun Choi - University of Cincinnati, Dr Donghoon Kim - University of Cincinnati 10:30 AM - 10:45 AM An Embedded Implementation of Improved SSD with RTMaps and NXP Bluebox20 for Autonomous Platforms Presenter: Dr Mohamed ElSharkawy - Purdue School of Engineering & Technology 11:20 AM - 12:35 AM Emerging Microelectronics and Microsystems (Chairs: Rashmi Jha, University of Cincinnati, and Vamsy Chodavarapu, University of Dayton) 11:20 AM - 11:35 AM Study of Drift in RRAM Devices Under Various Operating Conditions Presenter: Mr Brett Hochman - University of Cincinnati Authors: Dr Rashmi Jha - University of Cincinnati, Mr Kevin Leedy - USAF AFRL 11:35 AM - 11:50 AM LOW POWER HIGH SPEED ADCs USING GNRFET DEVICE TECHNOLOGY Presenter: Ms Mounica Patnala – IUPUI 11:50 AM - 12:05 PM Datapath Cells for Null Convention Logic Asynchronous Circuit Area Reduction Presenter: Mr Dallas Phillips - University of Cincinnati Authors: Ms Pinxiuqi Chen - University of Cincinnati, Dr John Emmert - University of Cincinnati 12:05 PM - 12:20 PM Sensor Fusion for Context Analysis in Social Media COVID19 Data Presenter: Lt Grace Smith - USAF AFIT Authors: Dr Huaining Cheng - USAF AFRL, Dr Kenneth Hopkinson - USAF AFIT, Dr George Noel - USAF AFIT, Dr Mark Oxley - USAF AFIT, Dr Christine Schubert Kabban - USAF AFIT 12:20 PM - 12:35 PM Acoustic Sound Classification for lowSWaP Devices Presenter: Mr William Mitchell - Hyperion Technology Group Author: Mr Anthony Reiling - Hyperion Technology Group _ 11:20 AM – 11:50 AM Autonomous Systems II (Chairs: Todd Jenkins, AFRL, Chris Stewart, Ohio State University) 11:20 AM - 11:35 AM Emotionally Informed Decisions Bringing Gut’s Feelings into Self-adaptive and Co-adaptive Software Systems Presenter: Aritra Ghosh – Florida Atlantic University Authors: Dr Rashmi Jha - University of Cincinnati, Mr Kevin Leedy - USAF AFRL 11:35 AM - 11:50 AM Deep Learning Algorithm for Atomization Characterization using Shadowgraph Images Presenter: Dr Barath Narayanan Narayanan - UDRI Authors: Dr Sidaard Gunasekaran - University of Dayton, Mr Joseph Ivarson - University of Dayton 1:00 PM – 2:00 PM Autonomous Systems III (Chairs: Todd Jenkins, AFRL & Chris Stewart, The Ohio State University) 1:00 PM - 1:15 PM Symbols to Represent A.I Systems Presenter: Dr Teresa Hawkes - ARS Author: Dr Trevor Bihl – USAF 1:15 PM - 1:30 PM Symbolic Probabilistic Cognitive Reasoner on Neuromorphic Hardware Presenter: Mr David Fan - University of Dayton Authors: Mr Yuki Adams - Applied Research Solutions, Ms Ashley DeMange - USAF AFRL, Mr Todd Jenkins - USAF AFRL/RYAR, Dr Tarek Taha - University of Dayton 1:30 PM - 1:45 PM A Spiking Implementation of Simultaneous Localization and Mapping using Dynamic Field Theory Presenters: Mr David Fan - University of Dayton & Mr Stephen Reynolds - University of Dayton Authors: Ms Ashley DeMange - USAF AFRL, Mr Stephen Reynolds - University of Dayton, Dr Tarek Taha - University of Dayton 1:45 PM - 2:00 PM Front Collision Detection System of Unmanned Ground Vehicle using 90nm CMOS Presenter: Mr Syed Mukarram Ali - Wright State University Authors: Mr Syed Ali - Wright State University, Dr Shuo Li - Wright State University, Dr Saiyu Ren - Wright State University, Mr Patrick Steward - Wright State University, Dr Xiaodong Zhang - Wright State University, Ms Xiaomeng Zhang - Wright State University 1:00 PM - 2:15 PM Photonics I (Chairs: Nicholaos Limberopoulos, AFRL Sensors Directorate, Paul McManamon, University of Dayton) 1:00 PM - 1:15 PM NiSilicide Schottky Barrier Micropyramidal Photodetector Array Presenter: Mr Grant Bidney - University of North Carolina at Charlotte 1:15 PM - 1:30 PM Light concentrating microcone array for improving performance of infrared imaging devices Presenter: Ms Boya Jin - University of North Carolina at Charlotte Authors: Mr Kenneth Allen - Georgia Tech Research Institute, Mr Igor Anisimov - USAF AFRL, Mr Gamini Ariyawansa - USAF AFRL, Mr Vasily Astratov - University of North Carolina at Charlotte, Mr Grant Bidney - University of North Carolina at Charlotte, Mr Aaron Brettin - University of North Carolina at Charlotte, Mr Joshua Duran - USAF AFRL, Mr Sarath Gunapala - NASA Jet Propulsion Lab, Ms Boya Jin - University of North Carolina at Charlotte, Mr Nicholaos Limberopoulos - USAF AFRL, Dr Augustine Urbas - USAF AFRL 1:30 PM - 1:45 PM Anisotropic Wet Etching of Si as a Fabrication Tool Enabling 3D Microphotonics Structures and Devices Presenter: Mr Grant Bidney - University of North Carolina at Charlotte 1:45 PM - 2:00 PM Propagation of left and right-circularly polarized electromagnetic waves across chiral / achiral interface under variable magnetic permeability with dielectric loss Presenter: Mr Nagi Buaossa - University of Dayton Author: Prof Monish Chatterjee - University of Dayton 2:00 PM - 2:15 PM V-point Polarization Singularity Arising from Highly Focused Vertically Polarized Optical Vortex Presenter: Mr Elforjani Jera - University of Dayton 2:45 PM – 3:00 PM Machine Learning, Guidance and Control I (Chairs: Trevor Bihl, Air Force Research Laboratory & Tim Machin, Air Force Institute of Technology) 2:45 PM - 3:00 PM Learning based Decentralized Optimal Control for Large Scale Multiagent System by Using Neural Networks and Discrete time Mean Field Games Presenter: Hao Xu - University of Nevada Reno 2:45 PM – 3:30 PM Photonics II (Chairs: Nicholaos Limberopoulos, Air Force Research Laboratory & Paul McManamon, University of Dayton) 2:45 PM - 3:00 PM Power Coefficients for Electromagnetic Wave Propagation Across an Achiral and Chiral Lossy Material Interface Presenter: Mr Ataai Rajab - University of Dayton Authors: Prof Monish Chatterjee - University of Dayton, Mr Elforjani Jera - University of Dayton 3:00 PM - 3:15 PM Propagation of a polarized plane wave across a transparency and chiral interface using a k ̅-vector approach Presenter: Mr Akram Muntaser - University of Dayton Author: Prof Monish Chatterjee - University of Dayton 3:15 PM - 3:30 PM Spin Angular Momentum Calculation of Optical Vortex Propagation Through Turbulent Atmosphere Presenter: Mr Elforjani Jera - University of Dayton Author: Mr Mohamed Kyamo - Florida Institute of Technology Detailed Agenda Day – Wednesday, August 18, 2021 9:00 - 9:40 AM Chair: Guru Subramanyam, University of Dayton Keynote II: "Technology Gaps in Radar, An Industry Perspective", Dr Lorenzo LoMonte, Chief Scientist, Telephonics 9:45 AM – 11:00 AM Machine Learning II (Chairs: Trevor Bihl, Air Force Research Laboratory, Tim Machin, Air Force Institute of Technology) 9:45 AM - 10:00 AM Validation of Doppler Lidar Sensor using Covariance Analysis Presenter: Mr Tristan Williams - AFIT ANT Author: Dr Robert Leishman - AFIT 10:00 AM - 10:30 AM Detect Me If You Can: Mitigating DoS Attacks in the Energy Harvesting Internet of Things Cong Pu, Marshall University (Invited) 10:30 AM - 10:45 AM Data and Feature Fusion Approaches for Anomaly Detection in Polarimetric Hyperspectral Imagery Presenter: Dr Trevor Bihl - USAF Author: Mr Jacob Martin - USAF AFRL 10:45 AM - 11:00 AM Malware Detection using the Context of API Calls Presenter: Ms Monika Chandrasekaran - University of Cincinnati 9:45 AM – 10:45 AM Radar, mmwave, THz I (Chairs: Brian Rigling, Wright State University and Andrew Bogle, University of Dayton Research Institute) 9:45 AM - 10:00 AM Smart FFT measurement for Reconfigurable Sensor using a Wideband digital receiver Presenter: Mr Prasanna Kumar Daram - Wright State University Authors: Dr Chienin Chen - Wright State University, Mr Prasanna Kumar Daram - Wright State University 10:00 AM - 10:15 AM Statistical Methods for Comparing Regression Coefficients Between Hybrid LMS and LMS Algorithms for Smart Antenna Presenter: Mr Salah Dauga – University of Dayton 10:15 AM - 10:30 AM Unit Circle Roots Property for Sensor Array Signal Processing Presenter: Mr Jared Smith - Wright State University Authors: Dr Arnab Shaw - Wright State University, Mr Jared Smith - Wright State University 10:30 AM - 10:45 AM Robust Hot Via Interconnect Technique with Silver Epoxy for GaAs MMIC Presenter: Dr Salam Hajjar - West Virginia University Authors: Mr Mohammad Abdullatif - National Instrument, Mr Mohammad Salah Abdullatif - National Instruments, Dr Salam Hajjar - West Virginia University 11:20 AM – 12:05 PM Machine Learning III (Chairs: Trevor Bihl, Air Force Research Laboratory, Tim Machin, Air Force Institute of Technology) 11:20 AM - 11:35 AM Learning Time Improvements to an Evolutionary Algorithm for Online NonStationary Optimization of Flight Control in a Flapping Wing Micro Air Vehicle Presenter: Dr John Gallagher - University of Cincinnati 11:35 AM - 11:50 AM Real-time Guidance strategy for active defense aircraft via deep reinforcement learning Presenter: Mr Zhi Li - Sun Yatsen University Authors: Mr Meng Li - Beijing Aerospace Technology Institute, Mr Zhi Li - Sun Yatsen University, Mr Haizhao Liang - Sun Yatsen University, Ms Jinze Wu - Sun Yatsen University, Mr Yuanpei Wu - Sun Yatsen University, Mr Yu Zheng - Science & Technology on Space Physics Lab 11:50 AM - 12:05 PM Vision-based Collision Avoidance through Deep Reinforcement Learning Presenter: Ms Sirui Song - Ohio University 11:20 AM – 11:50 PM Radar, mmwave, THz II (Chairs: Brian Rigling, Wright State University and Andrew Bogle, University of Dayton Research Institute) 11:20 AM - 11:35 AM Machine Learning Enabled Fall Detection with Compact Millimeter Wave System Presenter: Mr Abdullah Alhazmi - University of Dayton Authors: Mr Mubarak Alanazi - University of Dayton, Mr Vamsy Chodavarapu - University Of Dayton, Mr Chengkun Liu - University Of Dayton 11:35 AM – 11:50 PM Design of GaN Bow-Tie THz Antenna for Space and Defense Applications Presenter: Dr Ibrahim Abdel-Motaleb - Northern Illinois University 1:00 PM – 2:15 PM Digital Signal Processing I (Chairs: Bradley Ratliff, University of Dayton, Barath Narayanan, University of Dayton Research Institute) 1:00 PM - 1:15 PM Diffraction from a 2D aperture and transmission across a magnetic chiral boundary with material dispersion and dielectric loss Presenter: Mr Nagi Buaossa - University of Dayton Author: Prof Monish Chatterjee - University of Dayton 1:15 PM - 1:30 PM Dimension Reduction in Direction Finding Optimization Presenter: Dr David Easterling - UDRI Authors: Mr David Beane - TEKsystems, Mr Michael Corey - USAF 1:30 PM - 1:45 PM Hyperparameters and architecture of convolutional neural network optimization for image superresolution Presenter: Mr Hamed Elwarfalli - University of Dayton 1:45 PM - 2:00 PM Convolutional Neural Networks for Enhanced Compression Techniques Presenter: Mr Cory Heatwole - UDRI Authors: Mr David Fan - University of Dayton, Mr Matthew Gnacek - UDRI, Mr Marc Hoffman - USAF AFRL 2:00 PM - 2:15 PM High resolution label free cellphone microscopy using contact ball lenses Presenter: Ms Boya Jin - University of North Carolina at Charlotte Authors: Mr Igor Anisimov - USAF AFRL, Mr Vasily Astratov - University of North Carolina at Charlotte, Mr Grant Bidney - University of North Carolina at Charlotte, Mr Nicholaos Limberopoulos - USAF AFRL, Mr Alex Maslov - University of Nizhny Novgorod 1:00 PM – 2:00 PM Trusted Systems & Cyber Security I (Chairs: Randy Geiger, Iowa State University, Nicholas Kovach, Air Force Research Laboratory) 1:00 PM - 1:15 PM Digital Campaign Think Big Start Small Scale Fast Presenter: Mr Chris Garrett - USAF Author: Mr Mark Kassan - USAF 1:15 PM - 1:30 PM No Free Lunch with Open Mission Systems Presenter: Dr Nicholas Kovach - USAF AFRL/RYWA Author: Mr Kenneth Littlejohn - USAF AFRL/RYWA 1:30 PM – 1:45 PM A Temporal Model for the Prisoner's Dilemma and an Iterated AttackerDefender Network Game Presenter: Dr Nicholas Kovach - USAF AFRL/RYWA Author: Dr Gary Lamont - USAF AFIT 1:45 PM - 2:00 PM Mapping Heterogeneous Interfaces for System Integration Presenter: Mr Vahid Rajabian-Schwart - USAF AFRL 2:45 PM – 4:00 PM Digital Signal Processing II (Chairs: Bradley Ratliff, University of Dayton, Barath Narayanan, University of Dayton Research Institute) 2:45 PM - 3:00 PM Tensile stress measurement applied in small rockets fins using force gauges in the quarter bridge method Presenter: Mr Hans Marcelo - National University of Engineering Authors: Mr Roberto Alicedo - National University of Engineering, Mr Daniel Inchicaqui - National University of Engineering, Mr Jafet Santivauez - National University of Engineering 3:00 PM - 3:15 PM Ensemble Method of Lung Segmentation in Chest Radiographs Presenter: Dr Barath Narayanan Narayanan - UDRI Authors: Mr Redha Ali - University of Dayton, Miss Manawduge Supun De Silva - University of Dayton, Dr Russell Hardie - University of Dayton 3:15 PM - 3:30 PM XBT An FPGA Accelerated Binary Translation Presenter: Ke Chai - Case Western Reserve University Authors: Mr Ricky Chai - CWRU, Mr Frank Wolff - CWRU 10 3:30 PM - 3:45 PM OctreeBased Compression for GeigerMode LiDAR Presenter: Mr Brenton Sundlie - UDRI 3:45 PM - 4:00 PM A Machine Learning Approach to Modulation Detection in Wireless Communications Presenter: Mr Venkataramani Tiruchirappalli Narayana Kumar - University of Dayton Authors: Mr Fuhao Li - University of Dayton, Dr Guru Subramanyam - Prixarc LLC, Dr Feng Ye - University of Dayton, Mr Jielun Zhang - University of Dayton, Mr Venkataramani Tiruchirappalli Narayana Kumar - University of Dayton 2:45 PM – 4:00 PM Trusted Systems & Cyber Security II (Chairs: Randy Geiger, Iowa State University, Nicholas Kovach, Air Force Research Laboratory) 2:45 PM - 3:00 PM Solder-Defined Architectures for Trusted Computing Presenter: Mr Marc Abel - Wright State University 3:00 PM - 3:15 PM Mitigation of Sidechannel attack for Artificial Intelligence AI based ASICs targeting scientific applications Presenter: Mr Supriya Karmakar - Farmingdale State College SUNY 3:15 PM - 3:30 PM Low Overhead In-Situ Aging Monitors Using a ReConfigurable FeFET for Trusted Hardware Presenter: Mr Greg Muha - University of Cincinnati Authors: Dr Rashmi Jha - University of Cincinnati, Mr Joshua Mayersky - University of Cincinnati 3:30 PM - 3:45 PM Synthesizing DNAs of a system’s binary files from its functional and structural representation Presenter: Mr Sunday Ngwobia - University of Cincinnati 3:45 PM - 4:00 PM Single Property Feature Selection applied to Malware Detection Presenter: Mr Omar Rawashdeh - University of Cincinnati 11 Detailed Agenda Day – Thursday, August 19, 2021 9:00 AM - 9:40 AM Chair: Robert Ewing, AFRL Sensors Directorate KEYNOTE III: “Cybersecurity-Threats, Taxonomy, Technologies and Training”, Rob Williams, Discovery Lab Global 9:45 AM – 11:00 AM Deep Learning/AI I (Chairs: Chairs: Anca Ralescu, University of Cincinnati, Tem Kebede, Air Force Research Laboratory) 9:45 AM - 10:15 AM Automated data annotation methodology for deep-learning based object detection and recognition Dr Vijayan Asari, University of Dayton (Invited) 10:15 AM - 10:30 AM Explainable Methods in Fusion of Electro Optical EO and Passive Radiofrequency PRF data Presenter: Mr Asad Vakil - Oakland University Authors: Dr Erik Blasch - AFOSR, Dr Robert Ewing - USAF AFRL, Dr Jia Li - Oakland University 10:30 AM - 10:45 AM Securing Machine Learning: A Red vs Blue Approach Presenter: Ms Alexandra Hildenbrandt - USAF AFRL Author: Ms Ashley Diehl - USAF AFRL 10:45 AM - 11:00 AM Explainable Artificial Intelligence Methodology for Handwritten Applications Presenter: Mr Paul Whitten - Case Western RU Authors: Dr Chris Papachristou - Case Western Reserve University, Adj Assoc Prof Francis Wolff - Case Western RU 11:20 AM – 12:35 PM Deep Learning/AI II (Chairs: Chairs: Anca Ralescu, University of Cincinnati, Tem Kebede, Air Force Research Laboratory) 11:20 AM - 11:35 AM Human Subject Identification via Passive Spectrum Monitoring Presenter: Mr Huaizheng Mu - Oakland University Authors: Dr Jia Li - Oakland University, Dr Erik Blasch - AFOSR, Dr Robert Ewing - USAF AFRL 11:35 AM - 11:50 AM Dynamic Speed Estimation of Moving Objects from Camera Data Presenter: Mr Ashish Parimi - University of Dayton Author: Dr Zhenhua Jiang - University of Dayton Research Institute 11:50 AM - 12:05 PM Artificial Dataset Generation for Automated Aircraft Visual Inspection Presenter: 1st Lt Nathan Gaul - USAF Author: Dr Robert Leishman - AFIT 12:05 PM - 12:20 PM Investigating the Generation of Adversarial Malware Features and the Use of Adversarial Training Presenter: Mr Temesguen MessayKebede - USAF AFRL Authors: Dr David Kapp - USAF AFRL/RY, Mr Temesguen MessayKebede - USAF AFRL 12 12:20 PM - 12:35 PM A Multilayered Approach and its Application in Classifying Malware Programs using Multiple Sources of Telemetry Data Presenter: Mr Temesguen MessayKebede - USAF AFRL Authors: Dr David Kapp - USAF AFRL/RY, Mr Temesguen MessayKebede - USAF AFRL 1:00 PM – 2:30 PM Deep Learning/AI III (Chairs: Chairs: Anca Ralescu, University of Cincinnati, Tem Kebede, Air Force Research Laboratory) 1:00 PM - 1:15 PM Diabetic retinopathy detection using advance deep convolutional neural network Presenter: Mr M M Shaifur Rahman - University of Dayton 1:15 PM - 1:30 PM Real Time Video based Heart and Respiration Rate Monitoring Presenter: Mr Jafar Pourbemany - Cleveland State University Authors: Mr Almabrok Essa - Cleveland State University, Mr Ye Zhu - Cleveland State University 1:30 PM - 1:45 PM Context-Aware Malware Detection Using Topic Modeling Presenter: Mr Wayne Stegner - University of Cincinnati Authors: Dr Rashmi Jha - University of Cincinnati, Dr David Kapp - USAF AFRL/RY, Dr Temesguen Kebede - USAF AFRL 1:45 PM - 2:00 PM Multilevel Random Forest Algorithm in image recognition for various scientific applications Presenter: Mr Supriya Karmakar - Farmingdale State College SUNY Author: Ms Sayantani Karmakar - Portland State University 2:00 PM - 2:15 PM Network Compression and Frame-stitching for Efficient and Robust Speech Enhancement Presenter: Dr Jundong Liu - Ohio University 2:15 PM - 2:30 PM Space Station Power Forecasting with LSTMs for an Embedded Platform Presenter: Mr Joseph Kocik - SHREC Author: Dr Alan George - University of Pittsburgh 2:30 PM-2:45 PM Closing Remarks by the NAECON Committee 13 Thank you for attending NAECON 2021! 14 NAECON-2021 Agenda At-A-Glance Start End Day – Monday, August 16, 2021 1300 1700 Tutorial on Quantum Computing, AFIT faculty and Charles Cerny, AFRL Day – Tuesday, August 17, 2021 0850 0900 0900 0940 945 1100 1120 1235 1235 1300 1300 1445 Welcome and Introductions Opening Keynote I: Jean-Charles Lede “Future of Autonomy” Autonomy I Aerospace Power I Autonomy II Emerging Microsystems I Autonomy III Photonics I Machine Learning I Photonics II LUNCH 1415 1530 Day – Wednesday, August 18, 2021 0900-0940 Keynote II: Lorenzo LoMonte, “Technology Gaps in Radar: an Industry Perspective” Machine Learning II 0945 Radar, mmwave, THz I 1100 Radar, mmwave, THz II Machine Learning III 1120 1300 1445 1205 DSP I Trusted System I DSP II Trusted System II 1415 1600 Day – Thursday, August 19, 2021 0900-0940 Keynote III, Dr Rob Williams, “Cyber security threats, taxonomy, technologies and training” 0945 1120 1300 1430 1100 1235 1430 1445 Deep Learning/AI I Deep Learning/AI II Deep Learning/AI III Closing NAECON 2021 15