Add new stuff

_config.yml

@@ -278,12 +278,12 @@ compress_html:
 defaults:
   # _posts
   - scope:
-      path: ""
+      path: "/_posts/"
       type: posts
     values:
       layout: single
       author_profile: true
       read_time: true
-      comments: # true
+      comments: true
       share: true
       related: true

_pages/about.md

@@ -9,20 +9,20 @@ author_profile: true
   type="text/javascript">
 </script>
 
-# Intro
+## Intro
 Hello, I am a Machine Learning Engineer with a background in Physics and Chemistry.
 I am very interested in applications of ML to science, particularly to the problem of climate
 change.
-I am currently working as a Machine Learning Engineer at [Carbon Re]("https://carbonre.com/"), 
+I am currently working as a Machine Learning Engineer at <a href="https://carbonre.com/" target=_blank >Carbon Re</a>.
 a startup that uses machine learning to help heavy industry companies reduce their carbon footprint. <br>
 <br>
 Most of my interests revolve around the intersection of ML and the physical sciences.
 Right now I am particularly interested in:
 applications of deep learning to PDEs (PINNs, NeuralODEs...),
 Reinforcement Learning for dynamical systems and Bayesian Deep Learning
 
-# My favourite derivations
-## The MAP estimate of a linear model
+## My favourite derivations
+### The MAP estimate of a linear model
 
 $$
 \begin{align*}
@@ -39,22 +39,5 @@ $$
 \end{align*}
 $$
 Which is the well-known Ridge regression problem.
-## The Particle in a box
-The time-independent Schrödinger equation for a particle in a box is given by:
 
-$$
-\begin{align*}
-  -\frac{\hbar^2}{2m} \frac{d^2 \psi(x)}{dx^2} + V(x) \psi(x) &= E \psi(x) \\
-  -\frac{\hbar^2}{2m} \frac{d^2 \psi(x)}{dx^2} &= (E - V(x)) \psi(x) \\
-\end{align*}
-$$
-
-Where $$V(x) = 0$$ for $$0 < x < L$$ and $$V(x) = \infty$$ otherwise. 
-Solving the equation by inspection we can see that :
-
-$$
-\begin{align*}
-  \psi(x) &= A \sin(kx) + B \cos(kx) \\
-  k &= \frac{\sqrt{2mE}}{\hbar}
-\end{align*}
-$$
+### 

_pages/blogs.md

@@ -1,8 +1,5 @@
 ---
-title: "Blogs"
-permalink: /blogs
-layout: single
-author_profile: true
----
-
-hello world
+layout: posts
+title:  "Blogs"
+permalink: /blogs/
+---

_posts/2023-04-13-pinns-pytorch.md

@@ -0,0 +1,13 @@
+---
+title:  "Physics Informed Neural Networks in PyTorch"
+comments: true
+date:   2023-04-13 00:00:00 -0000
+layout: single
+classes: wide
+author_profile: true
+header:
+  teaser: /assets/images/coffee.png
+---
+
+Read it on
+<a href="https://medium.com/@theo.wolf/physics-informed-neural-networks-a-simple-tutorial-with-pytorch-f28a890b874a" target=_blank >Medium</a>.

_posts/2023-04-21-domain-knowledge.md

@@ -0,0 +1,13 @@
+---
+title:  "On-site insight crucial when building AI models"
+comments: true
+date:   2023-04-21 00:00:00 -0000
+layout: single
+classes: wide
+author_profile: true
+header:
+  teaser: /assets/images/kilns.png
+---
+
+Read it on the 
+<a href="https://carbonre.com/on-site-insight-crucial-when-building-ai-models/" target=_blank >Carbon Re website</a>.

_posts/2024-01-06-gaussian-processes.md

@@ -0,0 +1,13 @@
+---
+title:  "Gaussian Processes from Scratch"
+comments: true
+date:   2024-01-06 00:00:00 -0000
+layout: single
+classes: wide
+author_profile: true
+header:
+  teaser: /assets/images/gps.png
+---
+
+Read on
+<a href="https://medium.com/towards-data-science/gaussian-processes-from-scratch-cfc11715730c" target=_blank >Medium</a>.

_posts/2024-02-01-neurips-reflections .md

@@ -0,0 +1,13 @@
+---
+title:  "Climate Change and AI, Reflections on NeurIPS 2023"
+comments: true
+date:   2024-02-01 00:00:00 -0000
+layout: single
+classes: wide
+author_profile: true
+header:
+  teaser: /assets/images/jazz.png
+---
+
+Read it on the 
+<a href="https://carbonre.com/climate-change-ai-neurips-2023" target=_blank >Carbon Re website</a>.