There are scholarships for kids who struggle with particular learning disabilities and other challenges, like blindness, CP, cancer, etc. just like there are scholarships for other specific interests, like skateboarders etc, etc. But, Asperger's is becoming so common that it's not unique (and when the it was less common, it was totally misunderstood). You might want to investigate other avenues, like where your child was diagnosed (I know some hospitals had scholarships) or received services. You might also want to investigate the company where you work, or the town where you live, or HS where your kid attends.