Update wordings

Author: wiseodd

.astro/content-modules.mjs

@@ -1,61 +1,61 @@
 
 export default new Map([
-["src/content/post/chentsov-theorem.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fchentsov-theorem.mdx&astroContentModuleFlag=true")],
+["src/content/post/annealed-importance-sampling.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fannealed-importance-sampling.mdx&astroContentModuleFlag=true")],
 ["src/content/post/batchnorm.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fbatchnorm.mdx&astroContentModuleFlag=true")],
-["src/content/post/autoencoders.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fautoencoders.mdx&astroContentModuleFlag=true")],
 ["src/content/post/boundary-seeking-gan.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fboundary-seeking-gan.mdx&astroContentModuleFlag=true")],
-["src/content/post/brouwers-fixed-point.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fbrouwers-fixed-point.mdx&astroContentModuleFlag=true")],
-["src/content/post/annealed-importance-sampling.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fannealed-importance-sampling.mdx&astroContentModuleFlag=true")],
-["src/content/post/conditional-gan-tensorflow.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fconditional-gan-tensorflow.mdx&astroContentModuleFlag=true")],
-["src/content/post/conditional-vae.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fconditional-vae.mdx&astroContentModuleFlag=true")],
 ["src/content/post/bayesian-regression.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fbayesian-regression.mdx&astroContentModuleFlag=true")],
+["src/content/post/autoencoders.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fautoencoders.mdx&astroContentModuleFlag=true")],
+["src/content/post/chentsov-theorem.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fchentsov-theorem.mdx&astroContentModuleFlag=true")],
+["src/content/post/conditional-gan-tensorflow.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fconditional-gan-tensorflow.mdx&astroContentModuleFlag=true")],
 ["src/content/post/contractive-autoencoder.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fcontractive-autoencoder.mdx&astroContentModuleFlag=true")],
+["src/content/post/brouwers-fixed-point.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fbrouwers-fixed-point.mdx&astroContentModuleFlag=true")],
+["src/content/post/conditional-vae.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fconditional-vae.mdx&astroContentModuleFlag=true")],
 ["src/content/post/conv-probit.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fconv-probit.mdx&astroContentModuleFlag=true")],
 ["src/content/post/convnet-conv-layer.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fconvnet-conv-layer.mdx&astroContentModuleFlag=true")],
 ["src/content/post/convnet-maxpool-layer.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fconvnet-maxpool-layer.mdx&astroContentModuleFlag=true")],
-["src/content/post/deploying-wagtail.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fdeploying-wagtail.mdx&astroContentModuleFlag=true")],
 ["src/content/post/coupled-gan.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fcoupled-gan.mdx&astroContentModuleFlag=true")],
 ["src/content/post/developing-wagtail.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fdeveloping-wagtail.mdx&astroContentModuleFlag=true")],
-["src/content/post/dropout.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fdropout.mdx&astroContentModuleFlag=true")],
+["src/content/post/deploying-wagtail.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fdeploying-wagtail.mdx&astroContentModuleFlag=true")],
 ["src/content/post/fisher-information.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Ffisher-information.mdx&astroContentModuleFlag=true")],
+["src/content/post/dropout.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fdropout.mdx&astroContentModuleFlag=true")],
 ["src/content/post/forward-reverse-kl.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fforward-reverse-kl.mdx&astroContentModuleFlag=true")],
 ["src/content/post/gan-pytorch.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fgan-pytorch.mdx&astroContentModuleFlag=true")],
-["src/content/post/gaussian-anomaly-detection.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fgaussian-anomaly-detection.mdx&astroContentModuleFlag=true")],
-["src/content/post/gibbs-sampling.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fgibbs-sampling.mdx&astroContentModuleFlag=true")],
-["src/content/post/gan-tensorflow.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fgan-tensorflow.mdx&astroContentModuleFlag=true")],
+["src/content/post/gleam-aoc-2024.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fgleam-aoc-2024.mdx&astroContentModuleFlag=true")],
 ["src/content/post/gleam-use.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fgleam-use.mdx&astroContentModuleFlag=true")],
+["src/content/post/gan-tensorflow.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fgan-tensorflow.mdx&astroContentModuleFlag=true")],
+["src/content/post/gibbs-sampling.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fgibbs-sampling.mdx&astroContentModuleFlag=true")],
+["src/content/post/gaussian-anomaly-detection.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fgaussian-anomaly-detection.mdx&astroContentModuleFlag=true")],
 ["src/content/post/infogan.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Finfogan.mdx&astroContentModuleFlag=true")],
-["src/content/post/gleam-aoc-2024.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fgleam-aoc-2024.mdx&astroContentModuleFlag=true")],
-["src/content/post/hessian-invariance.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fhessian-invariance.mdx&astroContentModuleFlag=true")],
 ["src/content/post/hessian-curvatures.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fhessian-curvatures.mdx&astroContentModuleFlag=true")],
-["src/content/post/kl-mle.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fkl-mle.mdx&astroContentModuleFlag=true")],
+["src/content/post/hessian-invariance.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fhessian-invariance.mdx&astroContentModuleFlag=true")],
 ["src/content/post/jekyll-fb-share.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fjekyll-fb-share.mdx&astroContentModuleFlag=true")],
+["src/content/post/kl-mle.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fkl-mle.mdx&astroContentModuleFlag=true")],
 ["src/content/post/laplace.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Flaplace.mdx&astroContentModuleFlag=true")],
-["src/content/post/least-squares-gan.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fleast-squares-gan.mdx&astroContentModuleFlag=true")],
 ["src/content/post/lda-gibbs.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Flda-gibbs.mdx&astroContentModuleFlag=true")],
+["src/content/post/least-squares-gan.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fleast-squares-gan.mdx&astroContentModuleFlag=true")],
 ["src/content/post/levelset-method.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Flevelset-method.mdx&astroContentModuleFlag=true")],
-["src/content/post/manifold-gaussians.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fmanifold-gaussians.mdx&astroContentModuleFlag=true")],
-["src/content/post/lstm-backprop.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Flstm-backprop.mdx&astroContentModuleFlag=true")],
 ["src/content/post/levelset-segmentation.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Flevelset-segmentation.mdx&astroContentModuleFlag=true")],
+["src/content/post/lstm-backprop.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Flstm-backprop.mdx&astroContentModuleFlag=true")],
 ["src/content/post/mayer-vietoris-sphere.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fmayer-vietoris-sphere.mdx&astroContentModuleFlag=true")],
 ["src/content/post/metropolis-hastings.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fmetropolis-hastings.mdx&astroContentModuleFlag=true")],
+["src/content/post/manifold-gaussians.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fmanifold-gaussians.mdx&astroContentModuleFlag=true")],
 ["src/content/post/minkowski-dirichlet.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fminkowski-dirichlet.mdx&astroContentModuleFlag=true")],
 ["src/content/post/mle-vs-map.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fmle-vs-map.mdx&astroContentModuleFlag=true")],
-["src/content/post/optimization-riemannian-manifolds.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Foptimization-riemannian-manifolds.mdx&astroContentModuleFlag=true")],
+["src/content/post/nn-optimization.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fnn-optimization.mdx&astroContentModuleFlag=true")],
 ["src/content/post/parallel-monte-carlo.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fparallel-monte-carlo.mdx&astroContentModuleFlag=true")],
 ["src/content/post/nn-sgd.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fnn-sgd.mdx&astroContentModuleFlag=true")],
-["src/content/post/rejection-sampling.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Frejection-sampling.mdx&astroContentModuleFlag=true")],
 ["src/content/post/natural-gradient.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fnatural-gradient.mdx&astroContentModuleFlag=true")],
-["src/content/post/nn-optimization.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fnn-optimization.mdx&astroContentModuleFlag=true")],
+["src/content/post/optimization-riemannian-manifolds.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Foptimization-riemannian-manifolds.mdx&astroContentModuleFlag=true")],
 ["src/content/post/plotting.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fplotting.mdx&astroContentModuleFlag=true")],
+["src/content/post/rejection-sampling.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Frejection-sampling.mdx&astroContentModuleFlag=true")],
 ["src/content/post/residual-net.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fresidual-net.mdx&astroContentModuleFlag=true")],
 ["src/content/post/scrapy-long-running.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fscrapy-long-running.mdx&astroContentModuleFlag=true")],
+["src/content/post/twitter-auth-flask.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Ftwitter-auth-flask.mdx&astroContentModuleFlag=true")],
 ["src/content/post/slice-sampling.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fslice-sampling.mdx&astroContentModuleFlag=true")],
-["src/content/post/theano-pde.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Ftheano-pde.mdx&astroContentModuleFlag=true")],
-["src/content/post/variational-autoencoder.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fvariational-autoencoder.mdx&astroContentModuleFlag=true")],
 ["src/content/post/vae-pytorch.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fvae-pytorch.mdx&astroContentModuleFlag=true")],
-["src/content/post/twitter-auth-flask.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Ftwitter-auth-flask.mdx&astroContentModuleFlag=true")],
 ["src/content/post/volume-form.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fvolume-form.mdx&astroContentModuleFlag=true")],
+["src/content/post/variational-autoencoder.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fvariational-autoencoder.mdx&astroContentModuleFlag=true")],
+["src/content/post/theano-pde.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Ftheano-pde.mdx&astroContentModuleFlag=true")],
 ["src/content/post/wasserstein-gan.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fwasserstein-gan.mdx&astroContentModuleFlag=true")],
 ["src/content/post/wagtail-dev-env.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fwagtail-dev-env.mdx&astroContentModuleFlag=true")],
 ["src/content/post/writing-advice.mdx", () => import("astro:content-layer-deferred-module?astro%3Acontent-layer-deferred-module=&fileName=src%2Fcontent%2Fpost%2Fwriting-advice.mdx&astroContentModuleFlag=true")]]);

.astro/settings.json

@@ -1,5 +1,5 @@
 {
 	"_variables": {
-		"lastUpdateCheck": 1763329835805
+		"lastUpdateCheck": 1764791893104
 	}
 }

src/pages/index.astro

@@ -8,10 +8,10 @@ import news from "../assets/news.json";
 import type { NewsPost } from "@/utils";
 
 const interests = [
+  "AI4Science",
   "Probabilistic Machine Learning",
   "Uncertainty Quantification",
   "Decision-Making Under Uncertainty",
-  "AI4Science",
 ];
 
 const MAX_NEWS = 10;
@@ -221,14 +221,15 @@ const sortedNews = news
           href='https://vectorinstitute.ai'>Vector Institute</a
         > and obtained his PhD from the <a href='https://uni-tuebingen.de'
           >University of Tuebingen</a
-        > in Germany. His research interests are in <strong
-          >uncertainty quantification</strong
-        > in machine learning, <strong>decision-making under uncertainty</strong>, and
-        their <strong>applications in broader scientific fields</strong> such as chemistry.
-        His work has been recognized in the form of a best PhD thesis award and multiple
-        spotlight papers from flagship machine learning conferences. His services to the
-        scientific society include mentoring underrepresented students and actively contributing
-        to the open-source community.
+        > in Germany. His research interest is in <strong
+          >solving scientific problems</strong
+        > through <strong>uncertainty-aware machine learning algorithms</strong> and <strong
+        >
+          autonomous decision-making under uncertainty</strong
+        >. His work has been recognized in the form of a best PhD thesis award and
+        multiple spotlight papers from flagship machine learning conferences. His
+        services to the scientific society include mentoring underrepresented students
+        and actively contributing to the open-source community.
       </p>
     </Section>