From aa5a36d8fb5b9bd7c6bf5ed5bb1661f6be2276ad Mon Sep 17 00:00:00 2001
From: jebba <root@localhost>
Date: Sat, 22 Jan 2022 23:24:59 -0700
Subject: [PATCH] OMG same as Classification of radioxenon spectra with deep
 learning algorithm

---
 README.md | 19 ++++++++++++++++++-
 1 file changed, 18 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 728fd8b..a009a15 100644
--- a/README.md
+++ b/README.md
@@ -34,13 +34,30 @@ HOWTO USE.
 Alpha software under development.
 
 
-## Hardware
+# Hardware
 
 * SciAps LIBS Analyzer
 
 * SciAps XRF Analyzer
 
 
+# Notes
+Can use lots from `wut`.
+
+* https://spacecruft.org/spacecruft/satnogs-wut/src/branch/master/wut-worker-mas.py#L67-L79
+
+Amazingly (to me), the paper
+*Classification of radioxenon spectra with deep learning algorithm*
+(2021) by Azimi, et al. uses nearly the identical CNN `Sequence()` as
+`wut` uses, indicating it may be a very good base to start from (!!!).
+
+
+Will likely work best with binary categorizations. E.g. like this:
+Is it element A or not element A?
+Is it element B or not element B?
+Is it element C or not element C?
+Not "is it element A, B, or C?" 
+
 # Unofficial
 Unofficial, unaffiliated with SciAps.