The latest in AI tech & how we can use it.

1. What AI brings to the table.
ALISON B. LOWNDES | SENIOR SCIENTIST | GLOBAL AI

3. 3
JOHAN ROCKSTRÖM,
MATTHIAS KLUM
STOCKHOLM

4. Climate Tipping Forecasting
https://arxiv.org/pdf/2308.08794.pdf
https://arxiv.org/abs/2307.15034

5. GINO
3D Geometry-informed neural operators
https://arxiv.org/pdf/2309.00583.pdf

7. With NVIDIA DRIVE Sim features such as road
elevation, road markings, islands, traffic
signals, signs, and vertical posts are replicated
at centimeter-level accuracy. Autonomous
vehicles can drive millions of miles in a wide
range of simulated scenarios so they hit the
road running, safely.
NVIDIA DRIVE Sim™ Turbocharges
Developer Productivity to Get Self-
Driving Cars on the Road

9. Scene reconstruction: Appearance
● Realism, viewpoint manipulation
NeRF
Mildenhall et al., 2020; Müller et al., 2022

10. https://developer.nvidia.com/blog/recreate-high-fidelity-digital-twins-with-neural-kernel-surface-reconstruction/

11. 11
Character animation

12. 12

13. More than 4000 Software Packages in the AI Development Stack
NVIDIA AI Enterprise provides enterprise-grade security and acceleration
DATA PROC
(RAPIDS)
TRAIN
(PyTorch)
OPTIMIZE
(TensorRT)
DEPLOY
(Triton)
NVIDIA CUDA
NVIDIA AI Enterprise
NVIDIA Dependency
3rd party & opensource
CVE Patching

14. 14
NGC CONTAINERS ENABLE YOU TO FOCUS ON BUILDING
AI
PERFORMANCE
OPTIMIZED
DEPLOY
ANYWHERE
ENTERPRISE READY SOFTWARE
Scanned for CVEs, malware,
crypto
Tested for reliability
Backed by Enterprise support
Scalable
Updated monthly
Better performance on the same
system
Docker | cri-o | containerd | Singularity
Bare metal, VMs, Kubernetes
Multi-cloud, on-prem, hybrid, edge
https://catalog.ngc.nvidia.com/resources

15. 80 Billion Transistors
4.9 TB/s Bandwidth
NVIDIA H100 TSMC 4N Process

16. Grace CPU

18. INDUSTRIAL DIGITALIZATION
GENERATIVE AI
SUSTAINABILITY

20. Far-Edge | Edge | Cloud
Synthetic Data
Omniverse Replicator
CNNs | Transformers
Pre-Trained Models
TAO
Edge | Workstation | Cloud
TAO
TRAIN DEPLOY
DATA
Build Models for any Platform with NVIDIA TAO
Fast-Track Data Generation, AI Model Creation and Deployment
Low-Code AI Model Pruning & Quantization Standard ONNX Output
Train and optimize using simple
web APIs and CLIs
Turnkey inference optimization to
reduce compute and memory
Compatible with other AI tools for
optimization & deployment
ONNX
Any Inference Platform
GPU CPU MCU DLA
Real Data
Data
Bring your own Model

21. 21
SAILDRONE
Startup Charts Autonomous Oceanic Monitoring | NVIDIA Blog

22. CONVERGED ACCELERATORS
JETSON AGX XAVIER (industrial)
developer.nvidia.com/converged-accelerator-devkit
www.nvidia.com/en-gb/edge-computing/products/igx/

23. Orbital Sidekick’s GHOSt2
fleet now in orbit

24. Applications of NVIDIA Technology for
Climate Change Mitigation & Adaptation
Global Climate Strategies
Energy Industry Innovation
Climate Science Research NVIDIA Inception Partners
FourCastNet
Earth Digital Twin in Omniverse
U-FNO
Carbon Capture & Storage
Simulations
Powering the Energy
Transition
Utilidata
Accelerating Adoption
of Renewables
Zenotech
Improving Operational
Efficiency
Siemens Energy
Modeling New Energy
Sources
SGTC
NVIDIA AI Nations
Helping Governments Implement AI
UNOSAT Partnership
Accelerating Climate Disaster
Management
Detecting Leaks in
Water Infrastructure
ASTERRA
Protecting Wildlife
from Poaching
Rhions Lab
TrueOcean
Predicting Undersea
Carbon Capture &
Storage
Blue Sky Analytics
Harnessing Satellite
Data to Access Climate
Risk
10,000+ Startups
110 Countries

25. https://www.nvidia.com/en-us/high-performance-computing/earth-2/demo/

27. torch-harmonics
A library for differentiable Spherical Harmonics Transforms (SHT)
• Open-Source library under MIT license:
https://github.com/NVIDIA/torch-harmonics
• Efficient calls for forward and inverse (vector)
spherical harmonic transformations
• Autograd support as differential layers in
PyTorch
• Distributed computation across many GPUs
• Easy to integrate into existing PyTorch code,
contains many examples, among them SFNO

28. OPTION 2
WORLD SIMULATION IS THE ULTIMATE COMPUTER SCIENCE CHALLENGE
VIRTUAL WORLD
Rendering

29. OPTION 2
WORLD SIMULATION IS THE ULTIMATE COMPUTER SCIENCE CHALLENGE
VIRTUAL WORLD
Physics
Rendering

30. WORLD SIMULATION IS THE ULTIMATE COMPUTER SCIENCE CHALLENGE
VIRTUAL WORLD
Rendering
Physic
s
AI

31. SUPERCOMPUTING BRINGS WORLD SIMULATION TO AN INFLECTION POINT
VIRTUAL WORLD
Rendering
Physic
s
AI

32. Sensors
Controllers
Humans
PHYSICAL WORLD
Real-Time Data
Synchronization
Control Signal
DIGITAL TWINS ARE A NEW CLASS OF WORLD SIMULATION
VIRTUAL WORLD
Rendering
Physic
s
AI

33. OMNIVERSE LAUNCHER → LEARN

34. 37
EXPLORE OMNIVERSE ENTERPRISE
SEE YOU IN OMNIVERSE
DOWNLOAD OMNIVERSE
nvidia.com/omniverse
DEVELOP ON OMNIVERSE
DOCUMENTATION
docs.omniverse.nvidia.com
FORUMS
omniverse.nvidia.com/forums
TUTORIALS AND
WEBINARS
omniverse.nvidia.com/tutorials
DISCORD
discord.gg/nvidiaomniverse

35. 38

36. Industrial Metaverse Opportunities Exist at Every Scale
Every physical process will be software-defined
Product
Factory
City
Nation
Planetary
Galaxy

37. CHAT TO CARTER
https://docs.nvidia.com/isaac/archive/2020.2/doc/tutorials/carter_hardware.html

38. START YOUR DEVELOPMENT WITH JETSON ORIN TODAY
Two Devkits. Seven Options.
The Jetson AGX Orin Developer Kit is available with 64GB of memory. It can emulate the performance of the AGX Orin series, the Orin NX series, and the Orin Nano series.
NVIDIA recommends to use developer kts for only development purposes. For production, customers should leverage our production modules, have been tested for production environments.
JETSON AGX ORIN DEVELOPER KIT
5W - 60W
275 TOPS (INT8)
110mm x 110mm x 71.65mm
$1999
JETSON ORIN NANO DEVELOPER KIT
7W-15W
40 TOPS (INT8)
100mmX79mmX21mm
$499

39. World Record
Accuracy
2.96% Gap on
Gehring and
Homberger
Scalable to
1,000s
of Locations
3 Seconds
vs
5 Minutes
to Route 1,000
Packages
NVIDIA cuOPT
Re-Optimize Logistics and Supply Chain in Real-Time
Accelerated Solver for Vehicle Route, Warehouse
Picking, Fleet-Mix Optimization
Massively Parallel Algorithm Generates
Thousands of Solution Candidates and
Refinements
Dynamic Rerouting Reduces Travel Time – Save
Billions for a $10 Trillion Logistics Industry
Available Now
developer.nvidia.com/cuopt-logistics-
optimization

40. 43
NVIDIA DEVELOPER PROGRAM
TOOLS
JOIN THE COMMUNITY THAT’S CHANGING THE WORLD
• Get exclusive access to an extensive library of NVIDIA software, spanning all of NVIDIA’s technology platforms.
• Save time with ready-to-run, GPU-optimized software, model scripts, and containerized apps from the NVIDIA NGC™ catalog.
• Participate in early access programs where you can be one of the first to experience the latest NVIDIA technology.
TRAINING
• Take advantage of research papers, technical documentation, developer blogs, and industry-specific resources.
• Choose from an extensive catalog of training options through the NVIDIA Deep Learning Institute (DLI).
• Get unlimited access to NVIDIA On-Demand, the home for NVIDIA resources from GTCs and other leading industry events.
COMMUNITY
• Network with like-minded developers, engage with GPU experts, and contribute to discussions in the developer forums.
• Attend exclusive meetups, GPU hackathons, and events.
• Connect with NVIDIA experts through developer-focused webinars and Instructor-led workshops.
Join the free program today developer.nvidia.com/join

41. HELPING YOU SOLVE YOUR
MOST CHALLENGING PROBLEMS
• Build and deploy end-to-end projects across a range
of technologies and domains.
• Gain hands-on experience with the most widely used,
industry-standard software, tools, and frameworks.
• Join live, instructor-led workshops and learn from DLI-certified
instructors who are experts in their fields.
• Take self-paced, online courses anytime, anywhere.
• Earn NVIDIA DLI certificates to demonstrate subject matter
competency and support career growth.
Hands-On Training in AI, Accelerated Computing,
Accelerated Data Science, Graphics and Simulation,
and More
Learn more: www.nvidia.com/dli
Deep Learning
Fundamentals
AI for Anomaly
Detection
AI for Industrial
Inspection
Conversational AI
AI for
Intelligent Video
Analytics
Accelerated Computing
Fundamentals
Recommender Systems
AI for
Predictive
Maintenance
Accelerated Data Science
Fundamentals
Graphics and
Simulation
Networking
AI in the Data
Center

42. NVIDIA H100 GPU

43. Fully Connected with
NVLink Switches

44. One Giant GPU

45. NVIDIA DGX H100

47. NVIDIA Quantum-2
InfiniBand Networking

48. Scaling to Hundreds and
Thousands of DGX Nodes

49. DGX H100
AI Supercomputer