#dlrn
AAAAAAA PPOLTOY DLRN MANTIS GIRL!!!!! IM SCREAMINGGGGFF
July 1, 2026 at 12:21 PM
Our "Deep Learning Reaction Framework (DLRN) for kinetic modeling of time-resolved data" #machinelearning #CRN #systemschemistry A thread to explain:
www.nature.com/articles/s42...
Deep Learning Reaction Framework (DLRN) for kinetic modeling of time-resolved data - Communications Chemistry
Building kinetic models from time-resolved data can be challenging due to the presence of unknown intermediate states. Here, the authors introduce a deep- learning-based framework that provides a kine...
www.nature.com
May 16, 2025 at 5:55 AM
Incidentally, you may not know this, but I wrote this piece in 2015 which is credited with launching the digital gardens movement hapgood.us/2015/10/17/t...
The Garden and the Stream: A Technopastoral
Opening keynote for dLRN 2015. Delivered October 16th @ Stanford. Actual keynote may have gone on significant tangents… 1 | a year in the garden A week or so ago, I was reading about the Oreg…
hapgood.us
December 6, 2025 at 7:14 PM
DLRN beats or matches classical fitting methods—without needing prior model assumptions.

It successfully decoded complex dynamics in:

transient absorption spectra,
DNA strand displacement circuits,
NV-center photoluminescence,
and even multi-scale kinetics split over ns to ms.
May 16, 2025 at 5:55 AM
How does DLRN work?

DLRN is a deep neural network trained on synthetic time-resolved data. Given experimental input (like spectra or gel electrophoresis images), it identifies the most probable reaction scheme out of 100+ possible models.
May 16, 2025 at 5:55 AM
📢 New article in #InsightsintoImaging

Researchers developed a CT-based Deep Learning Radiomics Nomogram (DLRN) to predict early recurrence of hepatocellular carcinoma (HCC) after liver transplantation.
October 13, 2025 at 12:03 PM
The DLRN returns:
1. the kinetic reaction network (who reacts with whom),
2. time constants for each step,
3. and species-associated spectra or amplitudes.
May 16, 2025 at 5:55 AM
Kyllä on joo. Koskaan en oo ite muutenkaan DLRn saundista tykännyt ja Hagar taas on erittäin kova laulaja kaikin puolin.
November 29, 2023 at 11:43 AM
Especially with the RSS changes! Embrace your stream!
The Garden and the Stream: A Technopastoral
Opening keynote for dLRN 2015. Delivered October 16th @ Stanford. Actual keynote may have gone on significant tangents... 1 | a year in the garden A week or so ago, I was reading about the Oregon shoo...
hapgood.us
December 20, 2023 at 8:02 PM
🔹 Two-center study, n=245
🔹 AUC: 0.884 (training), 0.829 (validation)
🔹 High DLRN score → 16.3× higher relapse risk (p<0.001)
🔹 Best prediction when combined with Metro-Ticket 2.0 (AUC: 0.936/0.863) (Ziqian Wu et al.)

insightsimaging.springeropen.com/articles/10....
Augmenting conventional criteria: a CT-based deep learning radiomics nomogram for early recurrence risk stratification in hepatocellular carcinoma after liver transplantation - Insights into Imaging
Background We developed a deep learning radiomics nomogram (DLRN) using CT scans to improve clinical decision-making and risk stratification for early recurrence of hepatocellular carcinoma (HCC)…
insightsimaging.springeropen.com
October 13, 2025 at 12:03 PM
Making sense of time-resolved chemistry w/ AI
Chemical reactions often unfold over many time scales w/ hidden intermediates. Traditionally, extracting the kinetic model requires lots of assumptions and trial-and-error modeling. DLRN can predict the reaction network, time constants, and amplitudes
May 16, 2025 at 5:55 AM
I'm going to agree with you very narrowly that I don't like the website either, and I also think the common think tank practice of making new reports but not updating old reports is wrong, but I mean this in the sense of hapgood.us/2015/10/17/t... which makes me a rare crank on this subject
The Garden and the Stream: A Technopastoral
Opening keynote for dLRN 2015. Delivered October 16th @ Stanford. Actual keynote may have gone on significant tangents… 1 | a year in the garden A week or so ago, I was reading about the Oreg…
hapgood.us
March 15, 2026 at 9:49 PM
知り合いがアビリンピックのネイル施術部門千葉県代表に選ばれました!
みなさん応援よろしくお願いします🙇
www.instagram.com/reel/DLRN-H-...
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www.instagram.com
June 24, 2025 at 4:33 AM
🔹 Best model uses intratumoral + 5-mm peritumoral region
🔹 AUC up to 0.958 (training), 0.906 (internal validation), 0.876–0.911 (external)
🔹 Outperforms clinical model

link.springer.com/article/10.1... (Weiyue Chen et al.)
Multiregional MRI-based deep learning radiomics to predict axillary response after neoadjuvant chemotherapy in breast cancer patients - Insights into Imaging
Objectives This study was designed to develop a multiregional MRI-based deep learning radiomics nomogram (DLRN) for predicting axillary pathological complete response (apCR) after neoadjuvant…
link.springer.com
February 13, 2026 at 1:01 PM
I’m following technopastoralism metaphors here — digital gardening. My daily journal is the stream. My notes are the garden. My blog posts are the campfire. Its all indieweb concepts
The Garden and the Stream: A Technopastoral
Opening keynote for dLRN 2015. Delivered October 16th @ Stanford. Actual keynote may have gone on significant tangents... 1 | a year in the garden A week or so ago, I was reading about the Oregon shoo...
hapgood.us
January 2, 2024 at 11:01 PM
My new obsession: digital gardens and finding the balance between building long‑term knowledge online vs. only participating in the day‑to‑day stream. This article really got me thinking: hapgood.us/2015/10/17/t...
#archive #tech #digitalgarden
The Garden and the Stream: A Technopastoral
Opening keynote for dLRN 2015. Delivered October 16th @ Stanford. Actual keynote may have gone on significant tangents… 1 | a year in the garden A week or so ago, I was reading about the Oreg…
hapgood.us
August 20, 2026 at 8:14 PM
Released in theaters today, August 19, 1983
Easy Money
Starring Rodney Dangerfield, Joe Pesci, Geraldine Fitzgerald, Candy Azzara, Jennifer Jason Leigh
Box office $29.3 million
www.youtube.com/watch?v=dLrn...

It's Easy to hear "The Very Best of the 80s" at www.Gnarly101.com
Easy Money Official Trailer #1 - Val Avery Movie (1983) HD
YouTube video by Rotten Tomatoes Classic Trailers
www.youtube.com
August 19, 2026 at 5:21 PM
虽然但是,dlrn真的很好吃啊……
不仅是情人节,gta也卖的好大
就算知道是演戏但这也演的太过了吧
gta那个剧情真的很让人泪目啊
德龙你这个罪孽深重的女人不仅有多个女人还有多个男人吗(
July 18, 2026 at 3:19 PM
een goed gereformeerde preek heeft drie punten, met een toepassing. Een wijze persoon schreef in 2015(?) een blog over 'The Garden and the Stream'. hapgood.us/2015/10/17/t...
The Garden and the Stream: A Technopastoral
Opening keynote for dLRN 2015. Delivered October 16th @ Stanford. Actual keynote may have gone on significant tangents… 1 | a year in the garden A week or so ago, I was reading about the Oreg…
hapgood.us
October 13, 2025 at 5:00 PM