Merge pull request #392 from vflores-io/add_structdyn_example

add structural dynamics example

Author: bvdmitri

docs/src/manuals/sharpbits/stack-overflow-inference.md

@@ -40,10 +40,7 @@ using RxInfer
     end
 end
 
-data = (y = rand(10000), )
-
-using Test #hide
-@test_throws StackOverflowError infer(model = long_state_space_model(), data = data) #hide
+data = (y = randn(10000), )
 
 results = infer(
     model = long_state_space_model(),

examples/.meta.jl

@@ -153,6 +153,12 @@ return (
             description = "Using Bayesian Inference and RxInfer to estimate daily litter events (adapted from https://learnableloop.com/posts/LitterModel_PORT.html)",
             category = :problem_specific
         ),
+        (
+            filename  = "Structural Dynamics with Augmented Kalman Filter.ipynb", 
+            title = "Structural Dynamics with Augmented Kalman Filter", 
+            description = "In this example, we estimate system states and unknown input forces for a simple **structural dynamical system** using the Augmented Kalman Filter (AKF) (https://www.sciencedirect.com/science/article/abs/pii/S0888327011003931) in **RxInfer**.",
+            category = :problem_specific
+        ),
         (
             filename  = "Tiny Benchmark.ipynb", 
             title = "Tiny Benchmark",