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2024-09-09-talk-hds-lee-retreat
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PhD project wasmer
Presentations
2024-09-09-talk-hds-lee-retreat
Commits
af0e4fe5
Commit
af0e4fe5
authored
6 months ago
by
Johannes Wasmer
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notes/speaking-notes.org
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-13
18 additions, 13 deletions
notes/speaking-notes.org
presentation/mainmatter/introduction.tex
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presentation/mainmatter/introduction.tex
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notes/speaking-notes.org
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af0e4fe5
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@@ -23,12 +23,12 @@ Version without outline slides.
:CUSTOM_ID: h-BF84C766-D555-449F-B4F6-D105295EBF04
:END:
- present yourself
- hi, i am
m
NAME
- hi, i am NAME
- i am a PhD student at GROUP
- with my PIs NAMES
- i will talk about TITLE
- about quantum materials simulation, and
how we can
and
why
we
should
evolve it from
physics-based to hybrid physics/AI
- about quantum materials simulation, and
why
and
how
we
evolve it from
physics-based to hybrid physics/AI
- transition
- I want to tell you about what led me to this position, from all the way back
to the beginning
...
...
@@ -69,7 +69,9 @@ Version without outline slides.
into calcium carbonate. So as long as modern civilization.
- I heard this saying once. "If cancer is not solved in our lifetime, the world
will stay the same, unfortunate as it is. If *this* problem [point to screen]
is not solved in our lifetime, the world will become a different place."
is not solved in our lifetime, the world will become a different place." One
that our civilization has not yet encountered. But we can avoid that societal
risk by decarbonizing.
** Slide Energy mix
:PROPERTIES:
:CUSTOM_ID: h-6BA2E7E2-3D8B-4B1E-9A74-A1E883017E66
...
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@@ -109,6 +111,7 @@ Version without outline slides.
:PROPERTIES:
:CUSTOM_ID: h-1C329023-C009-433B-BFC2-1F068FECC703
:END:
- [click]
- The problem is that it is actually very hard to find an develop a new
material. Just look at this list.
- This pace of progress is too slow for what we are facing now
...
...
@@ -134,8 +137,9 @@ Version without outline slides.
approximation of the Schrödinger equation and allows to calculate any propetry
of a material or molecule based on its structure alone.
- Before LLMs came along, it occupied the largest share of supercomputers
worldwide. And even with that, it cannot even scratch the surface of of the
traversable materials space due to its scaling.
worldwide. But even with that, it cannot even scratch the surface of of the
traversable materials space, due to its scaling behavior.
- So it is also too slow for what we are facing
** Slide Industry research
:PROPERTIES:
:CUSTOM_ID: h-3D94E213-AEDD-449F-BCF3-B707FA6155EF
...
...
@@ -143,16 +147,17 @@ Version without outline slides.
- [click]
- So it is unsurprising that the big artificial intelligence players are coming
into this field.
- Since only last year, Google, Microsoft, Meta and
Asian
companies have
- Since only last year, Google, Microsoft, Meta and
other
companies have
published large models that disruptively accelerate materials discovery, they
say
- So, AI to the rescue
- Let me point out a conundrum here. I said computing has a power poroblem, and
I propose to solve it with more computing. Then I said that AI makes it worse,
and I propose to solve it with more AI. But, if we use this for enabling a
distruptive technology like quantum materials, then it changes the game.
Potentially for all materials and thus all energy technologies. And hopefully,
in time.
- [click]
- Let me point out a seeming conundrum here. I said computing has a power
poroblem, and I propose to solve it with more computing. Then I said that AI
makes it worse, and I propose to solve it with more AI. But, if we use this
for enabling a distruptive technology like quantum materials, then it changes
the game. Potentially for all materials and thus all energy technologies. And
hopefully, in time.
- So, happy end?
** Slide All-electron DFT, JuDFT
:PROPERTIES:
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presentation/mainmatter/introduction.tex
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@@ -5,11 +5,13 @@
\begin{frame}
[c,plain]
% \frametitle{}
\begin{center}
{
\Huge
\textcolor
{
fzjblue
}{
What is the most important problem right
now?*
}}
{
\Huge
\textcolor
{
fzjblue
}{
What is the most important problem,
}}
\vspace*
{
1em
}
{
\Huge
\textcolor
{
fzjblue
}{
right now?*
}}
\vspace*
{
2em
}
\uncover
<2->
{{
\
script
size
*imho
}}
\uncover
<2->
{{
\
normal
size
*imho
}}
\end{center}
\end{frame}
...
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@@ -338,7 +340,8 @@
% Slide The full pipeline
\begin{frame}
\frametitle
{
The full proposed hybrid pipeline
}
\frametitle
{
The full proposed hybrid physics/AI pipeline
}
\framesubtitle
{
For all-electron DFT codes
}
% \framesubtitle{\href{https://go.fzj.de/wasmer}{go.fzj.de/wasmer}}
\vspace*
{
0em
}
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