Enrique Fernandez-Blanco

The broader question is methodological:
As AI systems grow increasingly complex and opaque, should we invest more effort in stable, reproducible equation discovery methods?
Symbolic regression might deserve renewed attention.
🔗 doi.org/10.1016/j.es...
#SymbolicRegression #ExplainableAI #ScientificML

13.02.2026 15:07 — 👍 1    🔁 0    💬 0    📌 0

Following a very stimulating discussion with colleagues, I revisited one of our methodological papers on deterministic symbolic regression (DoME), published in Expert Systems with Applications.

The motivation was simple: reduce the stochastic variability inherent in evolutionary symbolic regression

13.02.2026 15:05 — 👍 0    🔁 0    💬 1    📌 0

Encantado de compartir nuestra publicación en Inteligencia Artificial sobre modelos predictivos explicables (DoME) para gestionar floraciones algales nocivas con alta precisión.
Gracias al #RNASA-IMEDIR y el @citicresearch.bsky.social para conseguir este logro.

doi.org/10.4114/inta...

11.02.2026 11:42 — 👍 0    🔁 0    💬 0    📌 0

Redirecting

Thrilled to share our new article, “Advanced ocean modelling and machine learning to forecast Dinophysis acuminata blooms: A tool to support shellfish farming management”
@udc.gal
@citicresearch.bsky.social
@csic.es
INTECMAR

Read more: doi.org/10.1016/j.ec...
#MachineLearning #HarmfulAlgae

10.10.2025 12:17 — 👍 1    🔁 0    💬 0    📌 0

Proud to witness the PhD defence of Andres Molares today:
"Machine Learning in Harmful Algal Bloom Monitoring", developed at @citicresearch.bsky.social at @udc.gal .

Co-supervised with my colleague Daniel Rivero, a work that combines applied AI with environmental challenges.
Congrats, Dr. Molares!

01.07.2025 19:29 — 👍 2    🔁 1    💬 0    📌 0

Our work "Ensemble of convolution neural networks on heterogeneous signals for sleep stage scoring" is available.

If you're into #DeepLearning for healthcare or biomedical signal analysis, check it out!

🔗 doi.org/10.1007/s110...

02.04.2025 16:09 — 👍 0    🔁 0    💬 0    📌 0

New horizons for Julia [LWN.net]

Interesting publication about Julia 1.12

lwn.net/Articles/100...

05.03.2025 16:01 — 👍 0    🔁 0    💬 0    📌 0

Redirecting

📢 New publication!

Proud of our student Andrés Molares Ulloa, lead author of "Towards improved harmful algal bloom forecasts". With his third JCR paper, he is close to completing his PhD!

📄 doi.org/10.1016/j.co...
🔓 Free: authors.elsevier.com/c/1kf-3cFCSf...

#PhD #Research #AI #HarmfulAlgalBlooms

25.02.2025 08:47 — 👍 0    🔁 0    💬 0    📌 0

A recently accepted publication
Carreres-Prieto, et. al. Optimization of indirect wastewater characterization using led spectrophotometry: a comparative analysis of regression, scaling, and dimensionality reduction methods. Environ Sci Pollut Res 31, (2024). lnkd.in/ddVUgF9u
#FIC #RNASA-IMEDIR

10.02.2025 15:10 — 👍 3    🔁 0    💬 0    📌 0